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v3.5.4 — Robust attack chaining & false-positive reduction
Bundles the multi-round post-exploitation attack-chaining engine (attack_chain: per-foothold decisions, loot carried forward, validate-before-pivot, loop-until- dry, --chain-depth) and the false-positive controls (robust verdict parsing, severity-aware quorum, adversarial refute pass, stronger validator prompt). Version bumped 3.5.3 -> 3.5.4; README/RELEASE updated.
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//! POMDP belief-state world model (v3.5.3).
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//! POMDP belief-state world model (v3.5.4).
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//!
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//! The target is only partially observable, so we don't track booleans — we
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//! track a **belief**: a property graph whose nodes (host / service / vuln /
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//! Verification / grounding engine (v3.5.3).
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//! Verification / grounding engine (v3.5.4).
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//!
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//! Hard rule: **no claim enters the world model without a tool receipt** — raw
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//! tool output, not the LLM's paraphrase. This is the empirical anti-hallucination
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//! NeuroSploit v3.5.3 harness — a robust multi-model runtime for the
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//! NeuroSploit v3.5.4 harness — a robust multi-model runtime for the
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//! markdown-driven autonomous pentest engine.
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//!
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//! The harness loads the `agents_md/` library, drives a *pool* of LLM models
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//! POMDP decision layer (v3.5.3): value-of-information planning + the
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//! POMDP decision layer (v3.5.4): value-of-information planning + the
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//! anti-hallucination gate.
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//!
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//! The choice "scan more vs exploit now" is **not** a heuristic here — it falls
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@@ -97,9 +97,9 @@ pub fn html(target: &str, findings: &[Finding]) -> String {
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h4{{margin:12px 0 3px;font-size:12px;text-transform:uppercase;letter-spacing:.5px;color:#8b5cf6}}\
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.b{{color:#8b5cf6;font-weight:800}}</style></head><body>\
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<h1><span class=b>NeuroSploit</span> Penetration Test Report</h1>\
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<div class=meta>Target: <b>{t}</b> · v3.5.3 Rust harness · multi-model validated</div>\
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<div class=meta>Target: <b>{t}</b> · v3.5.4 Rust harness · multi-model validated</div>\
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<div>{chips}</div>{graph_block}<h2>Findings ({n})</h2>{body}\
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<p class=meta>Authorized testing only. Findings confirmed by multi-model adversarial voting.<br>NeuroSploit v3.5.3 · by <b>Joas A Santos</b> & <b>Red Team Leaders</b></p></body></html>",
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<p class=meta>Authorized testing only. Findings confirmed by multi-model adversarial voting.<br>NeuroSploit v3.5.4 · by <b>Joas A Santos</b> & <b>Red Team Leaders</b></p></body></html>",
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t = esc(target), chips = chips, n = sorted.len(), body = body, graph_block = graph_block,
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)
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}
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@@ -135,7 +135,7 @@ pub fn typst_report(target: &str, findings: &[Finding], dir: &Path) -> std::io::
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let mut data = String::new();
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data.push_str(&format!(
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"#let meta = (target: {}, run_id: {}, generated: {}, model: {})\n",
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tq(target), tq(&run_id), tq("NeuroSploit v3.5.3"), tq("multi-model")
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tq(target), tq(&run_id), tq("NeuroSploit v3.5.4"), tq("multi-model")
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));
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data.push_str("#let findings = (\n");
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for f in sorted_findings(findings) {
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