
LeakGauge
Detects LLM context-leakage attacks by training lightweight behavior probes on log-probabilities, with vLLM offline/server detection pipelines.

Detects LLM context-leakage attacks by training lightweight behavior probes on log-probabilities, with vLLM offline/server detection pipelines.

Self-Defeating Audits: reproducible lab showing a low-privilege PostgreSQL role reversibly blinding a trigger-based auditor + poisoning attribution…

Spawns macOS programs through launchd's private XPC interface without execing them, making EDR record launchd as parent. Supports one-shot,…

PoC script for HTTP/2 Rapid Reset (CVE-2023-44487) that sends crafted HTTP/2 streams to trigger denial-of-service conditions on vulnerable servers,…

Proof-of-concept exploit for CVE-2026-73292: CSRF attack on Semaphore UI password change endpoint, serving a malicious page that silently resets an…

Proof-of-concept exploit for CVE-2026-44578 that reproduces the vulnerable condition, enabling security researchers to validate affected systems and…

A curated list of AI Security materials and resources for Pentesters, Bug Hunters, and Security Researchers.

Application-scoped Windows network brownouts in native C and BOF form

Local white-box gradient attacks for open-weight LLMs: GCG/PEZ suffix search, layer saliency, weight snapshots, and rank-1 suffix-to-delta fitting…

CVE-2026-6765 · Test only FormAutofill handlers exposed in Firefox

Windows Defender patch bypass PoC for CVE-2026-50656 (RoguePlanet), demonstrating exploitability on Windows 11 25H2 and Server 2025 despite…

Evades LLM text watermarks by injecting Unicode variation selectors; includes the SynthID generator, mean-g detector, normalization defenses, and…

Research-only AI watermark robustness toolkit: local reverse proxy strips C2PA/EXIF/XMP, Unicode, image/audio stego, OOXML/PDF metadata, and scans…

Different methods to detect a virtualized environment or potential debugging

Self-referenced local contrast for knowledge-poison detection in retrieval-augmented generation

Strip multi-vendor AI provenance marks: Unicode text hygiene, statistical rewrite hooks, and C2PA/metadata from PNG/JPEG/SVG/PDF/DOCX/HTML/MD

PoC demonstrating quadratic DoS in Elixir html_sanitize_ex via crafted HTML; includes timing benchmarks, remote exploitation curl, and verification…

A curated collection of resources for learning and researching LLM prompt injection attacks, defenses, and security.