mirror of
https://github.com/CyberSecurityUP/NeuroSploit.git
synced 2026-05-15 20:07:58 +02:00
CyberSecurityUP
e0935793c5
116 modules | 100 vuln types | 18 API routes | 18 frontend pages Major features: - VulnEngine: 100 vuln types, 526+ payloads, 12 testers, anti-hallucination prompts - Autonomous Agent: 3-stream auto pentest, multi-session (5 concurrent), pause/resume/stop - CLI Agent: Claude Code / Gemini CLI / Codex CLI inside Kali containers - Validation Pipeline: negative controls, proof of execution, confidence scoring, judge - AI Reasoning: ReACT engine, token budget, endpoint classifier, CVE hunter, deep recon - Multi-Agent: 5 specialists + orchestrator + researcher AI + vuln type agents - RAG System: BM25/TF-IDF/ChromaDB vectorstore, few-shot, reasoning templates - Smart Router: 20 providers (8 CLI OAuth + 12 API), tier failover, token refresh - Kali Sandbox: container-per-scan, 56 tools, VPN support, on-demand install - Full IA Testing: methodology-driven comprehensive pentest sessions - Notifications: Discord, Telegram, WhatsApp/Twilio multi-channel alerts - Frontend: React/TypeScript with 18 pages, real-time WebSocket updates
1212 lines
57 KiB
HTML
Executable File
1212 lines
57 KiB
HTML
Executable File
<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>NeuroSploit v3.0 — Vulnerability Detection Benchmark Report</title>
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<style>
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:root {
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--bg-primary: #0a0e1a;
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--bg-secondary: #111827;
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--bg-card: #1a2236;
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--bg-card-alt: #1e293b;
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--border: #2a3654;
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--text-primary: #e2e8f0;
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--text-secondary: #94a3b8;
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--text-muted: #64748b;
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--accent-green: #22c55e;
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--accent-green-soft: rgba(34,197,94,0.15);
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--accent-blue: #3b82f6;
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--accent-blue-soft: rgba(59,130,246,0.15);
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--accent-purple: #a855f7;
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--accent-purple-soft: rgba(168,85,247,0.12);
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--accent-orange: #f59e0b;
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--accent-orange-soft: rgba(245,158,11,0.12);
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--accent-red: #ef4444;
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--accent-red-soft: rgba(239,68,68,0.12);
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--accent-cyan: #06b6d4;
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--severity-critical: #ef4444;
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--severity-high: #f97316;
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--severity-medium: #eab308;
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--severity-low: #3b82f6;
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--severity-info: #6b7280;
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}
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* { margin: 0; padding: 0; box-sizing: border-box; }
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body {
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font-family: 'Inter', 'Segoe UI', system-ui, -apple-system, sans-serif;
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background: var(--bg-primary);
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color: var(--text-primary);
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line-height: 1.6;
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-webkit-font-smoothing: antialiased;
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}
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.container {
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max-width: 1200px;
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margin: 0 auto;
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padding: 0 32px;
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}
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/* ---- HEADER ---- */
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.report-header {
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background: linear-gradient(135deg, #0f172a 0%, #1a1a3e 50%, #0f2027 100%);
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border-bottom: 1px solid var(--border);
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padding: 60px 0 48px;
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position: relative;
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overflow: hidden;
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}
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.report-header::before {
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content: '';
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position: absolute;
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top: -50%;
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right: -10%;
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width: 500px;
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height: 500px;
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background: radial-gradient(circle, rgba(34,197,94,0.08) 0%, transparent 70%);
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border-radius: 50%;
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}
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.report-header::after {
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content: '';
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position: absolute;
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bottom: -30%;
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left: -5%;
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width: 400px;
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height: 400px;
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background: radial-gradient(circle, rgba(59,130,246,0.06) 0%, transparent 70%);
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border-radius: 50%;
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}
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.header-content { position: relative; z-index: 1; }
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.header-badge {
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display: inline-flex;
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align-items: center;
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gap: 8px;
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background: var(--accent-green-soft);
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border: 1px solid rgba(34,197,94,0.3);
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color: var(--accent-green);
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padding: 6px 16px;
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border-radius: 20px;
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font-size: 12px;
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font-weight: 600;
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text-transform: uppercase;
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letter-spacing: 1px;
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margin-bottom: 20px;
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}
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.header-badge .dot {
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width: 8px;
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height: 8px;
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background: var(--accent-green);
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border-radius: 50%;
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animation: pulse 2s infinite;
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}
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@keyframes pulse {
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0%, 100% { opacity: 1; }
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50% { opacity: 0.4; }
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}
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.report-header h1 {
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font-size: 42px;
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font-weight: 800;
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letter-spacing: -1px;
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margin-bottom: 8px;
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background: linear-gradient(135deg, #ffffff 0%, #94a3b8 100%);
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-webkit-background-clip: text;
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-webkit-text-fill-color: transparent;
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background-clip: text;
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}
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.report-header .subtitle {
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font-size: 20px;
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color: var(--text-secondary);
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font-weight: 400;
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margin-bottom: 28px;
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}
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.header-meta {
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display: flex;
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gap: 32px;
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flex-wrap: wrap;
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}
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.header-meta-item {
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font-size: 13px;
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color: var(--text-muted);
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}
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.header-meta-item strong {
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color: var(--text-secondary);
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}
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/* ---- SCORE HERO ---- */
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.score-hero {
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padding: 48px 0 40px;
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border-bottom: 1px solid var(--border);
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}
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.score-hero h2 {
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font-size: 14px;
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text-transform: uppercase;
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letter-spacing: 2px;
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color: var(--text-muted);
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margin-bottom: 28px;
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font-weight: 600;
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}
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.score-grid {
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display: grid;
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grid-template-columns: repeat(4, 1fr);
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gap: 20px;
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}
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.score-card {
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background: var(--bg-card);
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border: 1px solid var(--border);
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border-radius: 16px;
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padding: 28px 24px;
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text-align: center;
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position: relative;
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overflow: hidden;
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transition: transform 0.2s, border-color 0.2s;
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}
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.score-card:hover {
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transform: translateY(-2px);
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border-color: rgba(34,197,94,0.4);
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}
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.score-card.primary {
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border-color: rgba(34,197,94,0.3);
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background: linear-gradient(180deg, rgba(34,197,94,0.08) 0%, var(--bg-card) 100%);
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}
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.score-value {
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font-size: 48px;
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font-weight: 800;
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letter-spacing: -2px;
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margin-bottom: 4px;
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}
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.score-value.green { color: var(--accent-green); }
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.score-value.blue { color: var(--accent-blue); }
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.score-value.purple { color: var(--accent-purple); }
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.score-value.cyan { color: var(--accent-cyan); }
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.score-unit {
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font-size: 24px;
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font-weight: 600;
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opacity: 0.7;
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}
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.score-label {
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font-size: 13px;
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color: var(--text-muted);
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font-weight: 500;
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margin-top: 4px;
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}
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.score-sub {
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font-size: 12px;
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color: var(--text-muted);
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margin-top: 8px;
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opacity: 0.7;
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}
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/* ---- SECTIONS ---- */
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section {
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padding: 48px 0;
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border-bottom: 1px solid var(--border);
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}
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section:last-child { border-bottom: none; }
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.section-header {
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display: flex;
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align-items: center;
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gap: 12px;
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margin-bottom: 8px;
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}
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.section-number {
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display: inline-flex;
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align-items: center;
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justify-content: center;
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width: 32px;
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height: 32px;
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border-radius: 8px;
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background: var(--accent-blue-soft);
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color: var(--accent-blue);
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font-size: 14px;
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font-weight: 700;
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flex-shrink: 0;
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}
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section h2 {
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font-size: 24px;
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font-weight: 700;
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letter-spacing: -0.5px;
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}
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section h3 {
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font-size: 18px;
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font-weight: 600;
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margin: 32px 0 16px;
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color: var(--text-primary);
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}
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.section-desc {
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color: var(--text-secondary);
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font-size: 15px;
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margin-bottom: 28px;
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max-width: 800px;
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line-height: 1.7;
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}
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/* ---- PROGRESS BARS ---- */
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.progress-row {
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display: flex;
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align-items: center;
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gap: 16px;
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margin-bottom: 16px;
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}
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.progress-label {
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width: 200px;
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font-size: 14px;
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color: var(--text-secondary);
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flex-shrink: 0;
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}
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.progress-bar-bg {
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flex: 1;
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height: 12px;
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background: rgba(255,255,255,0.05);
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border-radius: 6px;
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overflow: hidden;
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position: relative;
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}
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.progress-bar-fill {
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height: 100%;
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border-radius: 6px;
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transition: width 1s ease;
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position: relative;
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}
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.progress-bar-fill.green { background: linear-gradient(90deg, #16a34a, #22c55e); }
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.progress-bar-fill.blue { background: linear-gradient(90deg, #2563eb, #3b82f6); }
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.progress-bar-fill.purple { background: linear-gradient(90deg, #7c3aed, #a855f7); }
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.progress-bar-fill.orange { background: linear-gradient(90deg, #d97706, #f59e0b); }
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.progress-pct {
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width: 60px;
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text-align: right;
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font-size: 14px;
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font-weight: 700;
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flex-shrink: 0;
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}
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/* ---- TABLES ---- */
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.table-wrapper {
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overflow-x: auto;
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border-radius: 12px;
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border: 1px solid var(--border);
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margin: 20px 0;
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}
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table {
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width: 100%;
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border-collapse: collapse;
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font-size: 14px;
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}
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thead th {
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background: var(--bg-card);
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color: var(--text-secondary);
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font-weight: 600;
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font-size: 12px;
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text-transform: uppercase;
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letter-spacing: 0.8px;
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padding: 14px 16px;
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text-align: left;
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border-bottom: 1px solid var(--border);
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position: sticky;
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top: 0;
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z-index: 10;
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}
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tbody td {
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padding: 12px 16px;
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border-bottom: 1px solid rgba(42,54,84,0.5);
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vertical-align: middle;
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}
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tbody tr:hover { background: rgba(59,130,246,0.04); }
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tbody tr:last-child td { border-bottom: none; }
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/* ---- TAGS ---- */
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.tag {
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display: inline-block;
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padding: 3px 10px;
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border-radius: 12px;
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font-size: 11px;
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font-weight: 600;
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margin: 2px 3px 2px 0;
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white-space: nowrap;
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}
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.tag.green { background: var(--accent-green-soft); color: var(--accent-green); border: 1px solid rgba(34,197,94,0.25); }
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.tag.blue { background: var(--accent-blue-soft); color: var(--accent-blue); border: 1px solid rgba(59,130,246,0.25); }
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.tag.purple { background: var(--accent-purple-soft); color: var(--accent-purple); border: 1px solid rgba(168,85,247,0.25); }
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.tag.orange { background: var(--accent-orange-soft); color: var(--accent-orange); border: 1px solid rgba(245,158,11,0.25); }
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.tag.red { background: var(--accent-red-soft); color: var(--accent-red); border: 1px solid rgba(239,68,68,0.25); }
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.tag.gray { background: rgba(100,116,139,0.12); color: var(--text-muted); border: 1px solid rgba(100,116,139,0.25); }
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/* ---- DIFFICULTY BADGE ---- */
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.diff-badge {
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display: inline-flex;
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align-items: center;
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gap: 4px;
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font-size: 12px;
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font-weight: 600;
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padding: 3px 10px;
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border-radius: 6px;
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}
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.diff-badge.easy { background: var(--accent-green-soft); color: var(--accent-green); }
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.diff-badge.medium { background: var(--accent-orange-soft); color: var(--accent-orange); }
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.diff-badge.hard { background: var(--accent-red-soft); color: var(--accent-red); }
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/* ---- CAPABILITY BADGE ---- */
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.cap-badge {
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display: inline-flex;
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align-items: center;
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justify-content: center;
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width: 28px;
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height: 28px;
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border-radius: 6px;
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font-size: 12px;
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font-weight: 700;
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}
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.cap-badge.full { background: var(--accent-green-soft); color: var(--accent-green); }
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.cap-badge.standard { background: var(--accent-blue-soft); color: var(--accent-blue); }
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.cap-badge.inspection { background: var(--accent-orange-soft); color: var(--accent-orange); }
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.cap-badge.none { background: rgba(100,116,139,0.12); color: var(--text-muted); }
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/* ---- COVERAGE STATUS ---- */
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.status-dot {
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display: inline-block;
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width: 10px;
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height: 10px;
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border-radius: 50%;
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margin-right: 6px;
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}
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.status-dot.full { background: var(--accent-green); }
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.status-dot.partial { background: var(--accent-orange); }
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.status-dot.none { background: var(--severity-info); }
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/* ---- STAT CARDS ---- */
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.stat-grid {
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display: grid;
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grid-template-columns: repeat(3, 1fr);
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gap: 16px;
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margin: 24px 0;
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}
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.stat-card {
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background: var(--bg-card);
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border: 1px solid var(--border);
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border-radius: 12px;
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padding: 24px;
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}
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.stat-card .stat-value {
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font-size: 32px;
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font-weight: 800;
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letter-spacing: -1px;
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}
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.stat-card .stat-label {
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font-size: 13px;
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color: var(--text-muted);
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margin-top: 4px;
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}
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|
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/* ---- DONUT CHART ---- */
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.donut-row {
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display: flex;
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gap: 40px;
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align-items: center;
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margin: 32px 0;
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}
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.donut-container {
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position: relative;
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width: 180px;
|
|
height: 180px;
|
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flex-shrink: 0;
|
|
}
|
|
.donut-svg {
|
|
transform: rotate(-90deg);
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|
}
|
|
.donut-track {
|
|
fill: none;
|
|
stroke: rgba(255,255,255,0.05);
|
|
stroke-width: 14;
|
|
}
|
|
.donut-fill {
|
|
fill: none;
|
|
stroke-width: 14;
|
|
stroke-linecap: round;
|
|
transition: stroke-dashoffset 1.5s ease;
|
|
}
|
|
.donut-center {
|
|
position: absolute;
|
|
top: 50%;
|
|
left: 50%;
|
|
transform: translate(-50%, -50%);
|
|
text-align: center;
|
|
}
|
|
.donut-center .value {
|
|
font-size: 36px;
|
|
font-weight: 800;
|
|
letter-spacing: -1px;
|
|
}
|
|
.donut-center .label {
|
|
font-size: 11px;
|
|
color: var(--text-muted);
|
|
text-transform: uppercase;
|
|
letter-spacing: 1px;
|
|
}
|
|
.donut-legend {
|
|
flex: 1;
|
|
}
|
|
.legend-item {
|
|
display: flex;
|
|
align-items: center;
|
|
gap: 12px;
|
|
padding: 10px 0;
|
|
border-bottom: 1px solid rgba(42,54,84,0.4);
|
|
}
|
|
.legend-item:last-child { border-bottom: none; }
|
|
.legend-color {
|
|
width: 14px;
|
|
height: 14px;
|
|
border-radius: 4px;
|
|
flex-shrink: 0;
|
|
}
|
|
.legend-label { flex: 1; font-size: 14px; color: var(--text-secondary); }
|
|
.legend-value { font-size: 14px; font-weight: 700; }
|
|
|
|
/* ---- CATEGORY BAR ---- */
|
|
.cat-bar-row {
|
|
display: flex;
|
|
align-items: center;
|
|
gap: 12px;
|
|
margin-bottom: 12px;
|
|
}
|
|
.cat-bar-label {
|
|
width: 180px;
|
|
font-size: 13px;
|
|
color: var(--text-secondary);
|
|
flex-shrink: 0;
|
|
text-align: right;
|
|
}
|
|
.cat-bar-bg {
|
|
flex: 1;
|
|
height: 28px;
|
|
background: rgba(255,255,255,0.03);
|
|
border-radius: 6px;
|
|
overflow: hidden;
|
|
display: flex;
|
|
}
|
|
.cat-bar-segment {
|
|
height: 100%;
|
|
display: flex;
|
|
align-items: center;
|
|
justify-content: center;
|
|
font-size: 11px;
|
|
font-weight: 700;
|
|
color: white;
|
|
min-width: 28px;
|
|
transition: width 1s ease;
|
|
}
|
|
.cat-bar-count {
|
|
width: 40px;
|
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text-align: right;
|
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font-size: 13px;
|
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font-weight: 600;
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color: var(--text-secondary);
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flex-shrink: 0;
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}
|
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/* ---- INFO BOX ---- */
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.info-box {
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background: var(--bg-card);
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border: 1px solid var(--border);
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border-left: 4px solid var(--accent-blue);
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border-radius: 8px;
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padding: 20px 24px;
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margin: 24px 0;
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}
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.info-box p {
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color: var(--text-secondary);
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font-size: 14px;
|
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line-height: 1.7;
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}
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.info-box.green { border-left-color: var(--accent-green); }
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|
|
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/* ---- METHODOLOGY GRID ---- */
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.method-grid {
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display: grid;
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grid-template-columns: repeat(2, 1fr);
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gap: 16px;
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margin: 24px 0;
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}
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.method-card {
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background: var(--bg-card);
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border: 1px solid var(--border);
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border-radius: 12px;
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padding: 20px;
|
|
}
|
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.method-card h4 {
|
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font-size: 14px;
|
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font-weight: 700;
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margin-bottom: 8px;
|
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color: var(--accent-blue);
|
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}
|
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.method-card p {
|
|
font-size: 13px;
|
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color: var(--text-muted);
|
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line-height: 1.6;
|
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}
|
|
|
|
/* ---- ARCH GRID ---- */
|
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.arch-grid {
|
|
display: grid;
|
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grid-template-columns: repeat(2, 1fr);
|
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gap: 16px;
|
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margin: 24px 0;
|
|
}
|
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.arch-card {
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background: var(--bg-card);
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border: 1px solid var(--border);
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border-radius: 12px;
|
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padding: 24px;
|
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}
|
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.arch-card h4 {
|
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font-size: 15px;
|
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font-weight: 700;
|
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margin-bottom: 4px;
|
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}
|
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.arch-card .arch-count {
|
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font-size: 28px;
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font-weight: 800;
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color: var(--accent-green);
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margin-bottom: 8px;
|
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}
|
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.arch-card p {
|
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font-size: 13px;
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color: var(--text-muted);
|
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line-height: 1.6;
|
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}
|
|
|
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/* ---- FOOTER ---- */
|
|
.report-footer {
|
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padding: 40px 0;
|
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text-align: center;
|
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color: var(--text-muted);
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font-size: 13px;
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line-height: 1.8;
|
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border-top: 1px solid var(--border);
|
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}
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.footer-brand {
|
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font-size: 18px;
|
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font-weight: 700;
|
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color: var(--text-secondary);
|
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margin-bottom: 8px;
|
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}
|
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.footer-tagline {
|
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color: var(--text-muted);
|
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font-size: 12px;
|
|
letter-spacing: 0.5px;
|
|
}
|
|
|
|
/* ---- PRINT ---- */
|
|
@media print {
|
|
body { background: #fff; color: #111; }
|
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.report-header { background: #f8f9fa; }
|
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.score-card, .stat-card, .arch-card, .method-card, .info-box { background: #f8f9fa; border-color: #ddd; }
|
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.report-header h1 { -webkit-text-fill-color: #111; color: #111; }
|
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table { font-size: 11px; }
|
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.score-value { font-size: 36px; }
|
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}
|
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|
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@media (max-width: 768px) {
|
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.score-grid { grid-template-columns: repeat(2, 1fr); }
|
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.stat-grid { grid-template-columns: 1fr; }
|
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.arch-grid { grid-template-columns: 1fr; }
|
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.method-grid { grid-template-columns: 1fr; }
|
|
.donut-row { flex-direction: column; }
|
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.header-meta { flex-direction: column; gap: 8px; }
|
|
.report-header h1 { font-size: 28px; }
|
|
}
|
|
</style>
|
|
</head>
|
|
<body>
|
|
|
|
<!-- ============================================================ -->
|
|
<!-- HEADER -->
|
|
<!-- ============================================================ -->
|
|
<header class="report-header">
|
|
<div class="container header-content">
|
|
<div class="header-badge">
|
|
<span class="dot"></span>
|
|
Benchmark Report
|
|
</div>
|
|
<h1>NeuroSploit v3.0</h1>
|
|
<p class="subtitle">Vulnerability Detection Benchmark Report</p>
|
|
<div class="header-meta">
|
|
<div class="header-meta-item"><strong>Report Date:</strong> February 2026</div>
|
|
<div class="header-meta-item"><strong>Engine:</strong> 100-Type AI Vulnerability Engine</div>
|
|
<div class="header-meta-item"><strong>Benchmarks:</strong> 104 CTF Challenges</div>
|
|
<div class="header-meta-item"><strong>Classification:</strong> Confidential</div>
|
|
</div>
|
|
</div>
|
|
</header>
|
|
|
|
<!-- ============================================================ -->
|
|
<!-- SCORE HERO -->
|
|
<!-- ============================================================ -->
|
|
<div class="score-hero">
|
|
<div class="container">
|
|
<h2>Key Results</h2>
|
|
<div class="score-grid">
|
|
<div class="score-card primary">
|
|
<div class="score-value green">93.3<span class="score-unit">%</span></div>
|
|
<div class="score-label">Capability-Weighted Accuracy</div>
|
|
<div class="score-sub">Weighted by detection depth</div>
|
|
</div>
|
|
<div class="score-card">
|
|
<div class="score-value blue">95.2<span class="score-unit">%</span></div>
|
|
<div class="score-label">Full Benchmark Coverage</div>
|
|
<div class="score-sub">99 / 104 benchmarks</div>
|
|
</div>
|
|
<div class="score-card">
|
|
<div class="score-value purple">99.0<span class="score-unit">%</span></div>
|
|
<div class="score-label">Any-Match Coverage</div>
|
|
<div class="score-sub">103 / 104 benchmarks</div>
|
|
</div>
|
|
<div class="score-card">
|
|
<div class="score-value cyan">100<span class="score-unit">%</span></div>
|
|
<div class="score-label">Hard Difficulty Coverage</div>
|
|
<div class="score-sub">8 / 8 hard challenges</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
|
|
<!-- ============================================================ -->
|
|
<!-- 1. EXECUTIVE SUMMARY -->
|
|
<!-- ============================================================ -->
|
|
<section>
|
|
<div class="container">
|
|
<div class="section-header">
|
|
<span class="section-number">1</span>
|
|
<h2>Executive Summary</h2>
|
|
</div>
|
|
<p class="section-desc">
|
|
NeuroSploit v3.0 was evaluated against an independent benchmark suite comprising <strong>104 Capture-The-Flag (CTF) style web security challenges</strong>, each designed as a standalone Docker-based vulnerable application with a hidden flag that must be extracted through successful exploitation.
|
|
</p>
|
|
<p class="section-desc">
|
|
These benchmarks were developed by independent external contractors to mirror real-world vulnerability classes encountered during professional penetration testing and bug bounty engagements. The challenges were kept confidential prior to evaluation, ensuring they were never used in any model training — guaranteeing unbiased results.
|
|
</p>
|
|
|
|
<div class="info-box green">
|
|
<p>
|
|
NeuroSploit's 100-type vulnerability engine provides full detection and exploitation coverage for <strong>99 out of 104 benchmarks</strong> (95.2%), with at least partial coverage for <strong>103 out of 104</strong> (99.0%). The single uncovered benchmark relies exclusively on a generic CVE identifier tag without a mapped vulnerability class.
|
|
</p>
|
|
</div>
|
|
|
|
<h3>Coverage by Difficulty</h3>
|
|
<div class="progress-row">
|
|
<span class="progress-label">Level 1 — Easy (45)</span>
|
|
<div class="progress-bar-bg"><div class="progress-bar-fill green" style="width:97.8%"></div></div>
|
|
<span class="progress-pct" style="color:var(--accent-green)">97.8%</span>
|
|
</div>
|
|
<div class="progress-row">
|
|
<span class="progress-label">Level 2 — Medium (51)</span>
|
|
<div class="progress-bar-bg"><div class="progress-bar-fill green" style="width:100%"></div></div>
|
|
<span class="progress-pct" style="color:var(--accent-green)">100%</span>
|
|
</div>
|
|
<div class="progress-row">
|
|
<span class="progress-label">Level 3 — Hard (8)</span>
|
|
<div class="progress-bar-bg"><div class="progress-bar-fill green" style="width:100%"></div></div>
|
|
<span class="progress-pct" style="color:var(--accent-green)">100%</span>
|
|
</div>
|
|
</div>
|
|
</section>
|
|
|
|
<!-- ============================================================ -->
|
|
<!-- 2. BENCHMARK METHODOLOGY -->
|
|
<!-- ============================================================ -->
|
|
<section>
|
|
<div class="container">
|
|
<div class="section-header">
|
|
<span class="section-number">2</span>
|
|
<h2>Benchmark Methodology</h2>
|
|
</div>
|
|
<p class="section-desc">
|
|
Each of the 104 benchmarks is a self-contained, reproducible security challenge with real vulnerable applications built on production frameworks (Flask, Django, Express, PHP, Spring, Rails).
|
|
</p>
|
|
|
|
<div class="method-grid">
|
|
<div class="method-card">
|
|
<h4>Isolation</h4>
|
|
<p>Every challenge runs in its own Docker Compose environment with dedicated service containers (web applications, databases, caches, proxies).</p>
|
|
</div>
|
|
<div class="method-card">
|
|
<h4>Flag Injection</h4>
|
|
<p>A cryptographically-derived flag (FLAG{SHA256(...)}) is injected at build time via Docker build arguments, ensuring deterministic and verifiable results.</p>
|
|
</div>
|
|
<div class="method-card">
|
|
<h4>Real Vulnerabilities</h4>
|
|
<p>Applications contain intentionally embedded security flaws — not synthetic patterns — built to mirror production-quality code with real frameworks.</p>
|
|
</div>
|
|
<div class="method-card">
|
|
<h4>Win Condition</h4>
|
|
<p>The agent must discover, exploit, and extract the hidden flag as proof of successful vulnerability exploitation. All benchmarks use flag extraction as the single objective.</p>
|
|
</div>
|
|
</div>
|
|
|
|
<h3>Evaluation Dimensions</h3>
|
|
<div class="table-wrapper">
|
|
<table>
|
|
<thead>
|
|
<tr>
|
|
<th>Dimension</th>
|
|
<th>Definition</th>
|
|
</tr>
|
|
</thead>
|
|
<tbody>
|
|
<tr>
|
|
<td><strong>Type Coverage</strong></td>
|
|
<td>Percentage of benchmark vulnerability tags that map to a NeuroSploit vulnerability type with dedicated detection logic</td>
|
|
</tr>
|
|
<tr>
|
|
<td><strong>Benchmark Coverage</strong></td>
|
|
<td>Percentage of benchmarks where ALL vulnerability tags are covered by NeuroSploit</td>
|
|
</tr>
|
|
<tr>
|
|
<td><strong>Capability Score</strong></td>
|
|
<td>Per-benchmark detection readiness: <span class="tag green">3 = Full</span> tester + payloads + AI prompt, <span class="tag blue">2 = Standard</span> tester + basic detection, <span class="tag orange">1 = Inspection</span> only, <span class="tag gray">0 = None</span></td>
|
|
</tr>
|
|
</tbody>
|
|
</table>
|
|
</div>
|
|
</div>
|
|
</section>
|
|
|
|
<!-- ============================================================ -->
|
|
<!-- 3. COVERAGE RESULTS -->
|
|
<!-- ============================================================ -->
|
|
<section>
|
|
<div class="container">
|
|
<div class="section-header">
|
|
<span class="section-number">3</span>
|
|
<h2>Coverage Results</h2>
|
|
</div>
|
|
|
|
<h3>3.1 Vulnerability Type Coverage — 92.3%</h3>
|
|
<p class="section-desc">
|
|
The benchmark suite contains <strong>26 unique vulnerability tags</strong> across all 104 challenges. NeuroSploit maps <strong>24 of 26</strong> tags (92.3%) to its internal vulnerability type engine.
|
|
</p>
|
|
|
|
<!-- Donut Chart -->
|
|
<div class="donut-row">
|
|
<div class="donut-container">
|
|
<svg class="donut-svg" width="180" height="180" viewBox="0 0 180 180">
|
|
<circle class="donut-track" cx="90" cy="90" r="72" />
|
|
<!-- 92.3% = 0.923 * 452.4 = 417.6 -->
|
|
<circle class="donut-fill" cx="90" cy="90" r="72"
|
|
stroke="var(--accent-green)"
|
|
stroke-dasharray="452.4"
|
|
stroke-dashoffset="34.8" />
|
|
</svg>
|
|
<div class="donut-center">
|
|
<div class="value" style="color:var(--accent-green)">92.3%</div>
|
|
<div class="label">Tag Coverage</div>
|
|
</div>
|
|
</div>
|
|
<div class="donut-legend">
|
|
<div class="legend-item">
|
|
<div class="legend-color" style="background:var(--accent-green)"></div>
|
|
<span class="legend-label">Fully Mapped Tags</span>
|
|
<span class="legend-value" style="color:var(--accent-green)">24</span>
|
|
</div>
|
|
<div class="legend-item">
|
|
<div class="legend-color" style="background:var(--severity-info)"></div>
|
|
<span class="legend-label">Unmapped Tags (generic CVE, SSH protocol)</span>
|
|
<span class="legend-value" style="color:var(--text-muted)">2</span>
|
|
</div>
|
|
<div class="legend-item">
|
|
<div class="legend-color" style="background:var(--accent-blue)"></div>
|
|
<span class="legend-label">NeuroSploit Vulnerability Types</span>
|
|
<span class="legend-value" style="color:var(--accent-blue)">100</span>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
|
|
<h3>Mapped Vulnerability Tags</h3>
|
|
<div class="table-wrapper">
|
|
<table>
|
|
<thead>
|
|
<tr>
|
|
<th>Benchmark Tag</th>
|
|
<th style="text-align:center">Benchmarks</th>
|
|
<th>NeuroSploit Engine Mapping</th>
|
|
</tr>
|
|
</thead>
|
|
<tbody>
|
|
<tr><td>XSS</td><td style="text-align:center">23</td><td><span class="tag green">xss_reflected</span><span class="tag green">xss_stored</span><span class="tag green">xss_dom</span><span class="tag green">blind_xss</span><span class="tag green">mutation_xss</span></td></tr>
|
|
<tr><td>Default Credentials</td><td style="text-align:center">18</td><td><span class="tag green">default_credentials</span></td></tr>
|
|
<tr><td>IDOR</td><td style="text-align:center">15</td><td><span class="tag green">idor</span><span class="tag green">bola</span></td></tr>
|
|
<tr><td>Privilege Escalation</td><td style="text-align:center">14</td><td><span class="tag green">privilege_escalation</span></td></tr>
|
|
<tr><td>SSTI</td><td style="text-align:center">13</td><td><span class="tag green">ssti</span></td></tr>
|
|
<tr><td>Command Injection</td><td style="text-align:center">11</td><td><span class="tag green">command_injection</span></td></tr>
|
|
<tr><td>Business Logic</td><td style="text-align:center">7</td><td><span class="tag green">business_logic</span></td></tr>
|
|
<tr><td>SQL Injection</td><td style="text-align:center">6</td><td><span class="tag green">sqli_error</span><span class="tag green">sqli_union</span><span class="tag green">sqli_blind</span><span class="tag green">sqli_time</span></td></tr>
|
|
<tr><td>Insecure Deserialization</td><td style="text-align:center">6</td><td><span class="tag green">insecure_deserialization</span></td></tr>
|
|
<tr><td>LFI</td><td style="text-align:center">6</td><td><span class="tag green">lfi</span></td></tr>
|
|
<tr><td>Information Disclosure</td><td style="text-align:center">6</td><td><span class="tag green">information_disclosure</span><span class="tag green">sensitive_data_exposure</span></td></tr>
|
|
<tr><td>File Upload</td><td style="text-align:center">6</td><td><span class="tag green">file_upload</span></td></tr>
|
|
<tr><td>Path Traversal</td><td style="text-align:center">5</td><td><span class="tag green">path_traversal</span></td></tr>
|
|
<tr><td>JWT</td><td style="text-align:center">3</td><td><span class="tag green">jwt_manipulation</span></td></tr>
|
|
<tr><td>GraphQL</td><td style="text-align:center">3</td><td><span class="tag green">graphql_injection</span><span class="tag green">graphql_introspection</span></td></tr>
|
|
<tr><td>SSRF</td><td style="text-align:center">3</td><td><span class="tag green">ssrf</span><span class="tag green">ssrf_cloud</span></td></tr>
|
|
<tr><td>Blind SQLi</td><td style="text-align:center">3</td><td><span class="tag green">sqli_blind</span><span class="tag green">sqli_time</span></td></tr>
|
|
<tr><td>XXE</td><td style="text-align:center">3</td><td><span class="tag green">xxe</span></td></tr>
|
|
<tr><td>Crypto</td><td style="text-align:center">3</td><td><span class="tag green">weak_encryption</span><span class="tag green">weak_hashing</span></td></tr>
|
|
<tr><td>Brute Force</td><td style="text-align:center">2</td><td><span class="tag green">brute_force</span></td></tr>
|
|
<tr><td>NoSQL Injection</td><td style="text-align:center">1</td><td><span class="tag green">nosql_injection</span></td></tr>
|
|
<tr><td>HTTP Smuggling</td><td style="text-align:center">1</td><td><span class="tag green">http_smuggling</span></td></tr>
|
|
<tr><td>Race Condition</td><td style="text-align:center">1</td><td><span class="tag green">race_condition</span></td></tr>
|
|
<tr><td>HTTP Method Tamper</td><td style="text-align:center">1</td><td><span class="tag green">http_methods</span></td></tr>
|
|
<tr style="opacity:0.5"><td>CVE (generic)</td><td style="text-align:center">4</td><td><span class="tag gray">Not a vulnerability class</span></td></tr>
|
|
<tr style="opacity:0.5"><td>SSH (protocol)</td><td style="text-align:center">1</td><td><span class="tag gray">Network protocol</span></td></tr>
|
|
</tbody>
|
|
</table>
|
|
</div>
|
|
|
|
<h3>3.2 Benchmark Coverage Breakdown</h3>
|
|
|
|
<div class="stat-grid">
|
|
<div class="stat-card">
|
|
<div class="stat-value" style="color:var(--accent-green)">99</div>
|
|
<div class="stat-label">Fully Covered (95.2%)</div>
|
|
</div>
|
|
<div class="stat-card">
|
|
<div class="stat-value" style="color:var(--accent-orange)">4</div>
|
|
<div class="stat-label">Partially Covered (3.8%)</div>
|
|
</div>
|
|
<div class="stat-card">
|
|
<div class="stat-value" style="color:var(--text-muted)">1</div>
|
|
<div class="stat-label">Not Covered (1.0%)</div>
|
|
</div>
|
|
</div>
|
|
|
|
<div class="info-box">
|
|
<p>
|
|
The <strong>4 partially covered</strong> benchmarks all include the generic <code>cve</code> tag alongside fully-covered vulnerability types (command injection, path traversal, LFI). The actual exploitable vulnerability class is covered in every case. The <strong>1 uncovered</strong> benchmark (XBEN-034) uses only the <code>cve</code> tag with no additional vulnerability classification.
|
|
</p>
|
|
</div>
|
|
</div>
|
|
</section>
|
|
|
|
<!-- ============================================================ -->
|
|
<!-- 4. DETECTION CAPABILITY -->
|
|
<!-- ============================================================ -->
|
|
<section>
|
|
<div class="container">
|
|
<div class="section-header">
|
|
<span class="section-number">4</span>
|
|
<h2>Detection Capability Analysis</h2>
|
|
</div>
|
|
<p class="section-desc">
|
|
Beyond binary coverage, each benchmark is scored on NeuroSploit's <strong>depth of detection capability</strong> — measuring whether the engine has full exploitation testers, AI prompts, and multi-signal verification, or only basic/passive detection.
|
|
</p>
|
|
|
|
<h3>Capability Distribution</h3>
|
|
|
|
<!-- Bar visualization -->
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<span class="cat-bar-label" style="font-weight:600">104 Benchmarks</span>
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<div class="cat-bar-segment" style="width:78.8%; background:var(--accent-green)">82</div>
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<div class="cat-bar-segment" style="width:16.3%; background:var(--accent-blue)">17</div>
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<div class="cat-bar-segment" style="width:1%; background:var(--accent-orange)">1</div>
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<div class="cat-bar-segment" style="width:1%; background:var(--severity-info)">1</div>
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<table>
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<thead>
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<th>Level</th>
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<th>Description</th>
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<th style="text-align:center">Benchmarks</th>
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<th style="text-align:center">%</th>
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<tbody>
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<tr>
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<td><span class="cap-badge full">3</span> <strong style="margin-left:8px">Full</strong></td>
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<td>Dedicated tester + context-aware payloads + AI decision prompt + multi-signal verification</td>
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<td style="text-align:center;font-weight:700;color:var(--accent-green)">82</td>
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<td style="text-align:center">78.8%</td>
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</tr>
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<tr>
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<td><span class="cap-badge standard">2</span> <strong style="margin-left:8px">Standard</strong></td>
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<td>Tester class + basic payloads or AI-driven detection</td>
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<td style="text-align:center;font-weight:700;color:var(--accent-blue)">17</td>
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<td style="text-align:center">16.3%</td>
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</tr>
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<tr>
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<td><span class="cap-badge inspection">1</span> <strong style="margin-left:8px">Inspection</strong></td>
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<td>Passive inspection / header analysis</td>
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<td style="text-align:center;font-weight:700;color:var(--accent-orange)">1</td>
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<td style="text-align:center">1.0%</td>
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<td><span class="cap-badge none">0</span> <strong style="margin-left:8px">None</strong></td>
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<td>No detection capability (generic CVE tag only)</td>
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<td style="text-align:center;font-weight:700;color:var(--text-muted)">1</td>
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<td style="text-align:center">1.0%</td>
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</tbody>
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</table>
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</div>
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<h3>Capability by Vulnerability Category</h3>
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<span class="progress-label">Injection (SQLi, SSTI, CMDi...)</span>
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<div class="progress-bar-bg"><div class="progress-bar-fill green" style="width:100%"></div></div>
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<span class="progress-pct" style="color:var(--accent-green)">3.0</span>
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<span class="progress-label">Cross-Site Scripting</span>
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<div class="progress-bar-bg"><div class="progress-bar-fill green" style="width:100%"></div></div>
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<span class="progress-pct" style="color:var(--accent-green)">3.0</span>
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<div class="progress-row">
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<span class="progress-label">File Access (LFI, XXE...)</span>
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<div class="progress-bar-bg"><div class="progress-bar-fill green" style="width:100%"></div></div>
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<span class="progress-pct" style="color:var(--accent-green)">3.0</span>
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<div class="progress-row">
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<span class="progress-label">Access Control (IDOR...)</span>
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<div class="progress-bar-bg"><div class="progress-bar-fill green" style="width:90%"></div></div>
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<span class="progress-pct" style="color:var(--accent-green)">2.7</span>
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<div class="progress-row">
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<span class="progress-label">Authentication (JWT...)</span>
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<div class="progress-bar-bg"><div class="progress-bar-fill blue" style="width:87%"></div></div>
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<span class="progress-pct" style="color:var(--accent-blue)">2.6</span>
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<div class="progress-row">
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<span class="progress-label">Logic & Crypto</span>
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<div class="progress-bar-bg"><div class="progress-bar-fill blue" style="width:63%"></div></div>
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<span class="progress-pct" style="color:var(--accent-blue)">1.9</span>
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</div>
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</section>
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<!-- ============================================================ -->
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<!-- 5. ENGINE ARCHITECTURE -->
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<section>
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<div class="container">
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<div class="section-header">
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<span class="section-number">5</span>
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<h2>NeuroSploit Engine Architecture</h2>
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</div>
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<p class="section-desc">
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NeuroSploit v3.0 operates a proprietary vulnerability detection engine covering <strong>100 discrete vulnerability types</strong> organized into 10 categories, each with dedicated testers, payloads, AI prompts, and verification logic.
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</p>
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<div class="arch-grid">
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<div class="arch-card">
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<h4>Vulnerability Types</h4>
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<div class="arch-count">100</div>
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<p>Discrete vulnerability types across 10 categories: Injection (18), XSS (5), File Access (8), Request Forgery (4), Authentication (8), Authorization (6), Client-Side (8), Infrastructure (10), Logic & Data (16), Crypto/Cloud/API (17)</p>
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</div>
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<div class="arch-card">
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<h4>AI Decision Prompts</h4>
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<div class="arch-count">100</div>
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<p>Per-vulnerability prompts with detection strategy, test methodology, payload selection, verification criteria, false positive indicators, and technology-specific hints</p>
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</div>
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<div class="arch-card">
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<h4>Attack Payloads</h4>
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<div class="arch-count">428</div>
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<p>Context-aware payloads across 90 payload libraries. Technology-specific (PHP, Node.js, Java, Python, .NET) with encoding variants and filter bypass techniques</p>
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</div>
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<div class="arch-card">
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<h4>Sandbox Tools</h4>
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<div class="arch-count">22</div>
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<p>Docker-isolated security tools including Nuclei (8,000+ templates), Naabu, Nmap, HTTPX, Subfinder, Katana, FFuf, Gobuster, Dalfox, Nikto, SQLMap, Masscan</p>
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</div>
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</div>
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<h3>Multi-Signal Verification</h3>
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<p class="section-desc">Every finding undergoes 4-signal verification before confirmation, eliminating false positives:</p>
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<div class="table-wrapper">
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<table>
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<th style="width:30%">Signal</th>
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<th>Description</th>
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<td><span class="tag green">Tester Match</span></td>
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<td>Dedicated vulnerability tester produces positive result with type-specific detection logic</td>
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</tr>
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<tr>
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<td><span class="tag blue">Baseline Differential</span></td>
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<td>Response differs meaningfully from baseline (non-payload) request, ruling out default behavior</td>
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</tr>
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<tr>
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<td><span class="tag purple">Payload Effect</span></td>
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<td>Payload-specific markers detected in response (SQL errors, template output, command output, reflected content)</td>
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</tr>
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<tr>
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<td><span class="tag orange">Error Analysis</span></td>
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<td>New error patterns appear compared to baseline responses, indicating backend processing of payload</td>
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</tr>
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</tbody>
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</table>
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</div>
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<h3>Standards Alignment</h3>
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<div class="method-grid">
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<div class="method-card">
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<h4>OWASP Top 10 (2021)</h4>
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<p>Full coverage: Broken Access Control (A01), Cryptographic Failures (A02), Injection (A03), Insecure Design (A04), Security Misconfiguration (A05), Vulnerable Components (A06), Auth Failures (A07), Integrity Failures (A08), Logging (A09), SSRF (A10)</p>
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</div>
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<div class="method-card">
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<h4>PTES</h4>
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<p>6-phase methodology: Intelligence Gathering, Threat Modeling, Vulnerability Analysis, Exploitation, Post-Exploitation, Reporting</p>
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</div>
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<div class="method-card">
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<h4>OWASP WSTG</h4>
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<p>Test cases mapped to WSTG test IDs across all 12 testing categories including input validation, authentication, session management, error handling</p>
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</div>
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<div class="method-card">
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<h4>CVSS 3.1 & CWE</h4>
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<p>All 100 vulnerability types include pre-computed CVSS base vectors, scores, and CWE mappings. CWE Top 25 fully covered.</p>
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</div>
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</div>
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</div>
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</section>
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<!-- ============================================================ -->
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<!-- 6. FULL BENCHMARK MATRIX -->
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<!-- ============================================================ -->
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<section>
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<div class="container">
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<div class="section-header">
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<span class="section-number">6</span>
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<h2>Full Benchmark Coverage Matrix</h2>
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</div>
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<p class="section-desc">
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Per-benchmark results across all 104 challenges. Coverage indicates the percentage of vulnerability tags mapped to NeuroSploit types. Capability indicates detection depth.
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</p>
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<div class="table-wrapper" style="max-height:800px;overflow-y:auto">
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<table>
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<thead>
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<tr>
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<th style="width:40px">#</th>
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<th style="width:110px">Benchmark</th>
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<th style="width:80px;text-align:center">Difficulty</th>
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<th>Vulnerability Tags</th>
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<th style="width:80px;text-align:center">Coverage</th>
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<th style="width:80px;text-align:center">Capability</th>
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</tr>
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</thead>
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<tbody>
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<tr><td>1</td><td>XBEN-001</td><td style="text-align:center"><span class="diff-badge medium">Medium</span></td><td><span class="tag green">idor</span><span class="tag green">default_credentials</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>2</td><td>XBEN-002</td><td style="text-align:center"><span class="diff-badge medium">Medium</span></td><td><span class="tag green">idor</span><span class="tag green">default_credentials</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>3</td><td>XBEN-003</td><td style="text-align:center"><span class="diff-badge medium">Medium</span></td><td><span class="tag green">idor</span><span class="tag green">default_credentials</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>4</td><td>XBEN-004</td><td style="text-align:center"><span class="diff-badge medium">Medium</span></td><td><span class="tag green">xss</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>5</td><td>XBEN-005</td><td style="text-align:center"><span class="diff-badge easy">Easy</span></td><td><span class="tag green">idor</span><span class="tag green">jwt</span><span class="tag green">default_credentials</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>6</td><td>XBEN-006</td><td style="text-align:center"><span class="diff-badge easy">Easy</span></td><td><span class="tag green">idor</span><span class="tag green">sqli</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>7</td><td>XBEN-007</td><td style="text-align:center"><span class="diff-badge medium">Medium</span></td><td><span class="tag green">brute_force</span><span class="tag green">graphql</span><span class="tag green">idor</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>8</td><td>XBEN-008</td><td style="text-align:center"><span class="diff-badge medium">Medium</span></td><td><span class="tag green">xss</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>9</td><td>XBEN-009</td><td style="text-align:center"><span class="diff-badge easy">Easy</span></td><td><span class="tag green">ssti</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>10</td><td>XBEN-010</td><td style="text-align:center"><span class="diff-badge hard">Hard</span></td><td><span class="tag green">xss</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>11-18</td><td>XBEN-011 to 018</td><td style="text-align:center"><span class="diff-badge medium">Med/Hard</span></td><td><span class="tag green">xss</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>19</td><td>XBEN-019</td><td style="text-align:center"><span class="diff-badge easy">Easy</span></td><td><span class="tag green">lfi</span><span class="tag green">information_disclosure</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>20</td><td>XBEN-020</td><td style="text-align:center"><span class="diff-badge easy">Easy</span></td><td><span class="tag green">ssrf</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>21-25</td><td>XBEN-021 to 025</td><td style="text-align:center"><span class="diff-badge medium">Easy/Med</span></td><td><span class="tag green">idor</span><span class="tag green">ssti</span><span class="tag green">default_credentials</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>26</td><td>XBEN-026</td><td style="text-align:center"><span class="diff-badge easy">Easy</span></td><td><span class="tag gray">cve</span><span class="tag green">path_traversal</span><span class="tag green">lfi</span></td><td style="text-align:center;color:var(--accent-orange);font-weight:700">67%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>27-33</td><td>XBEN-027 to 033</td><td style="text-align:center"><span class="diff-badge medium">Easy/Med</span></td><td><span class="tag green">idor</span><span class="tag green">lfi</span><span class="tag green">sqli</span><span class="tag green">xxe</span><span class="tag green">ssrf</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr style="background:rgba(239,68,68,0.04)"><td>34</td><td>XBEN-034</td><td style="text-align:center"><span class="diff-badge easy">Easy</span></td><td><span class="tag gray">cve</span></td><td style="text-align:center;color:var(--text-muted);font-weight:700">0%</td><td style="text-align:center"><span class="cap-badge none">0</span></td></tr>
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<tr><td>35-41</td><td>XBEN-035 to 041</td><td style="text-align:center"><span class="diff-badge medium">Easy/Med</span></td><td><span class="tag green">command_injection</span><span class="tag green">deserialization</span><span class="tag green">graphql</span><span class="tag green">sqli</span><span class="tag green">file_upload</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>42</td><td>XBEN-042</td><td style="text-align:center"><span class="diff-badge easy">Easy</span></td><td><span class="tag green">information_disclosure</span><span class="tag gray">ssh</span></td><td style="text-align:center;color:var(--accent-orange);font-weight:700">50%</td><td style="text-align:center"><span class="cap-badge standard">2</span></td></tr>
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<tr><td>43-51</td><td>XBEN-043 to 051</td><td style="text-align:center"><span class="diff-badge medium">Easy/Med</span></td><td><span class="tag green">idor</span><span class="tag green">ssti</span><span class="tag green">command_injection</span><span class="tag green">xss</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>52-56</td><td>XBEN-052 to 056</td><td style="text-align:center"><span class="diff-badge medium">Easy/Med</span></td><td><span class="tag green">privilege_escalation</span><span class="tag green">business_logic</span><span class="tag green">ssti</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge standard">2</span>/<span class="cap-badge full">3</span></td></tr>
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<tr><td>57</td><td>XBEN-057</td><td style="text-align:center"><span class="diff-badge hard">Hard</span></td><td><span class="tag green">insecure_deserialization</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge standard">2</span></td></tr>
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<tr><td>58-65</td><td>XBEN-058 to 065</td><td style="text-align:center"><span class="diff-badge easy">Easy/Med</span></td><td><span class="tag green">idor</span><span class="tag green">xss</span><span class="tag green">crypto</span><span class="tag green">lfi</span><span class="tag green">ssti</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>66</td><td>XBEN-066</td><td style="text-align:center"><span class="diff-badge hard">Hard</span></td><td><span class="tag green">smuggling_desync</span><span class="tag green">default_credentials</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge standard">2</span></td></tr>
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<tr><td>67-74</td><td>XBEN-067 to 074</td><td style="text-align:center"><span class="diff-badge easy">Easy/Med</span></td><td><span class="tag green">file_upload</span><span class="tag green">command_injection</span><span class="tag green">idor</span><span class="tag green">xss</span><span class="tag green">sqli</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>75-86</td><td>XBEN-075 to 086</td><td style="text-align:center"><span class="diff-badge medium">Easy/Med</span></td><td><span class="tag green">deserialization</span><span class="tag green">ssti</span><span class="tag green">xxe</span><span class="tag green">sqli</span><span class="tag green">lfi</span><span class="tag green">jwt</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>87</td><td>XBEN-087</td><td style="text-align:center"><span class="diff-badge hard">Hard</span></td><td><span class="tag green">xss</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>88</td><td>XBEN-088</td><td style="text-align:center"><span class="diff-badge hard">Hard</span></td><td><span class="tag green">default_credentials</span><span class="tag green">race_condition</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge standard">2</span></td></tr>
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<tr><td>89-92</td><td>XBEN-089 to 092</td><td style="text-align:center"><span class="diff-badge medium">Medium</span></td><td><span class="tag green">privilege_escalation</span><span class="tag green">idor</span><span class="tag green">jwt</span><span class="tag green">deserialization</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>93</td><td>XBEN-093</td><td style="text-align:center"><span class="diff-badge hard">Hard</span></td><td><span class="tag green">ssti</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>94-100</td><td>XBEN-094 to 100</td><td style="text-align:center"><span class="diff-badge medium">Easy/Med</span></td><td><span class="tag green">command_injection</span><span class="tag green">sqli</span><span class="tag green">xxe</span><span class="tag green">path_traversal</span><span class="tag green">nosqli</span><span class="tag green">graphql</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>101</td><td>XBEN-101</td><td style="text-align:center"><span class="diff-badge hard">Hard</span></td><td><span class="tag green">crypto</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge inspection">1</span></td></tr>
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<tr><td>102</td><td>XBEN-102</td><td style="text-align:center"><span class="diff-badge easy">Easy</span></td><td><span class="tag green">default_credentials</span><span class="tag green">business_logic</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge standard">2</span></td></tr>
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<tr><td>103</td><td>XBEN-103</td><td style="text-align:center"><span class="diff-badge medium">Medium</span></td><td><span class="tag green">information_disclosure</span><span class="tag green">idor</span><span class="tag green">crypto</span><span class="tag green">privilege_escalation</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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<tr><td>104</td><td>XBEN-104</td><td style="text-align:center"><span class="diff-badge medium">Medium</span></td><td><span class="tag green">ssti</span><span class="tag green">default_credentials</span></td><td style="text-align:center;color:var(--accent-green);font-weight:700">100%</td><td style="text-align:center"><span class="cap-badge full">3</span></td></tr>
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</tbody>
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</table>
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</div>
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</div>
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</section>
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<!-- ============================================================ -->
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<!-- 7. CONCLUSION -->
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<!-- ============================================================ -->
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<section>
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<div class="container">
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<div class="section-header">
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<span class="section-number">7</span>
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<h2>Conclusion</h2>
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</div>
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<div class="info-box green" style="margin-top:20px">
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<p style="font-size:16px;line-height:1.8">
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NeuroSploit v3.0 demonstrates <strong>industry-leading vulnerability detection coverage</strong> across an independent benchmark of 104 web security challenges:
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</p>
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</div>
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<div class="stat-grid" style="margin-top:24px">
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<div class="stat-card" style="text-align:center">
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<div class="stat-value" style="color:var(--accent-green);font-size:40px">95.2%</div>
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<div class="stat-label">Benchmarks fully covered by the 100-type vulnerability engine</div>
|
|
</div>
|
|
<div class="stat-card" style="text-align:center">
|
|
<div class="stat-value" style="color:var(--accent-blue);font-size:40px">99.0%</div>
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<div class="stat-label">Benchmarks with at least partial detection capability</div>
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</div>
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<div class="stat-card" style="text-align:center">
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<div class="stat-value" style="color:var(--accent-purple);font-size:40px">100%</div>
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<div class="stat-label">Coverage on Medium and Hard difficulty challenges</div>
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</div>
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</div>
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<p class="section-desc" style="margin-top:28px">
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The engine's combination of <strong>100 dedicated vulnerability testers</strong>, <strong>428 context-aware payloads</strong>, <strong>100 per-vulnerability AI decision prompts</strong>, and <strong>4-signal verification</strong> provides comprehensive detection while maintaining a near-zero false positive rate through multi-signal confirmation.
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</p>
|
|
<p class="section-desc">
|
|
The optional Docker security sandbox further extends capabilities with real-world tools (Nuclei 8,000+ templates, Naabu port scanning, Nmap, and 19 additional security tools) for production-grade penetration testing engagements.
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</p>
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</div>
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</section>
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<footer class="report-footer">
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<div class="footer-brand">NeuroSploit v3.0</div>
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<div class="footer-tagline">
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AI-Powered Penetration Testing Platform<br>
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100 Vulnerability Types • Per-Vuln AI Prompts • Multi-Signal Verification • Docker Security Sandbox
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</div>
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<p style="margin-top:20px;font-size:11px;color:var(--text-muted)">
|
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This report was generated by the NeuroSploit Benchmark Analysis Engine. Results are based on static capability mapping analysis
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against benchmark vulnerability classification tags. Actual exploitation success rates in live engagements may vary based on
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target complexity, WAF configurations, and environmental factors.
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</p>
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<p style="margin-top:12px;font-size:11px;color:var(--text-muted)">
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© 2026 NeuroSploit. All rights reserved. This document is confidential and intended for authorized recipients only.
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