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Air-gapped cybersecurity assistant for security professionals. 100% offline AI-powered analysis tool for Nmap, Volatility, BloodHound, Metasploit,…

Air-gapped cybersecurity assistant for security professionals. 100% offline AI-powered analysis tool for Nmap, Volatility, BloodHound, Metasploit,…

Static analysis CLI that scans codebases for LLM prompt-injection, data-exfiltration, jailbreak, and unsafe agent/tool vulnerabilities. Runs fully…

Public version of the Entropica repo

Agent Control Protocol (ACP) — Official English specification. Cryptographically verifiable authorization architecture for autonomous AI agents.

Code for ACL 2026 (main) paper "DeepGuard: Secure Code Generation via Multi-Layer Semantic Aggregation"

Proof-of-concept demonstrating CVE-2026-17351 SQL injection bypass in pgAdmin 4's AI Assistant via sqlparse/PostgreSQL lexer differential, including…

CVE-2026-67598 — Emlog Pro: disabled TLS certificate validation in AI assistant (MITM → API-key theft). CWE-295, CVSS 9.1. Reported by @IlhomjonR.

Ethical, network-isolated Docker lab reproducing CVE-2026-26030 — Semantic Kernel in-memory vector store filter eval() RCE (patched in 1.39.4)

Research toolkit for analyzing AI agent behavioral patterns through multi-disciplinary corpus analysis. Parses session logs, runs 23 analytical…

Proof-of-concept demonstrating prompt injection in Langchain's GraphCypherQAChain leading to SQL injection in Neo4j databases. Includes Docker-based…

AISec Plus Week 1 threat write-up — EchoLeak (CVE-2025-32711), zero-click indirect prompt injection in Microsoft 365 Copilot.

DugganUSA threat-intelligence contributions to the IETF Hackathon — real-world agentic-attack benchmark vectors, CVE-2026-33697 attestation analysis,…

Modern cyber range with 50 hands-on challenges across web, API, cloud, AI, and blue-team security tracks. Features guided attack chains, transparent…

Two-stage prompt-injection and jailbreak detector: regex gates plus a quantised DeBERTa-v3 ONNX classifier, with image, document, and audio support.…

Orbit Tracer Security Agent for intelligent security remediation. Traces vulnerability blast radius using Orbit's knowledge graph, scores risk,…

Research and analysis of the ServiceNow Virtual Agent vulnerability (CVE-2025-12420), including attack flow, MITRE ATT&CK mapping, detection…

AI-powered peer review for Pentest findings or Bug Bounty Reports — validates severity, evidence, and reporting quality before delivery using…

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