
Black_Hole_Attack_for_Vector_Database
Research implementation of the Black-Hole Attack that poisons vector database indexes via centrality-driven hubness, with FAISS pipelines and…

Research implementation of the Black-Hole Attack that poisons vector database indexes via centrality-driven hubness, with FAISS pipelines and…

Semantic search over videos using Gemini Embedding 2 or Qwen3-VL.

An open-source digital image forensic toolset

Security Scanner for Agent Skills

An alignment auditing agent capable of quickly exploring alignment hypothesis

Re-play Security Events

AI-Powered Reverse Engineering Plugin for IDA Pro

An AI-powered Personal Identifiable Information (PII) scanner.

Security scanner for AI/ML model files. Detects malicious code, backdoors, and vulnerabilities before deployment

A productionized greedy coordinate gradient (GCG) attack tool for large language models (LLMs)


Detection of rootkit file hiding activities through analysis of shifts in kernel function execution times.

Cyber Threat Defense World Modeling

Provably secure linguistic steganography embedding secret messages into LLM-generated text via rotation range-coding. Includes embed, extract, and…

Embed multiple secret messages in LLM chat token choices using arithmetic/Discop steganographic coders, with bit-exact decoding and steganalysis…

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


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