
PrivacyTrace
How Much Can Tool Calls Reveal About You? Privacy Leakage from Tool-Call Traces

How Much Can Tool Calls Reveal About You? Privacy Leakage from Tool-Call Traces

Research artifacts for an MCP-based LLM agent that autonomously solves CTF challenges, including ablation data, analysis scripts, and a six-server…

Code and paper source for a NeurIPS EvoRobust study showing simple bag-of-words and metadata features beat most AI control monitors at detecting…

MCP server for CVE/config remediation orchestration: SSH inventory, OSV/NVD lookups, CIS/DISA STIG-mapped Ansible playbook suggestions.

Volatility 3 plugin that carves MCP/JSON-RPC message candidates from Windows and Linux memory dumps, preserving raw bytes, addresses, and SHA-256 for…

Secure local REST, CLI, MCP, and agent bridge for IDA Pro 9.x

Multi-Sources Analysis & Threat Intelligence Search

Offline cyber security agent for your apps and AI coding tools. Open R&D: measured in public, improved every release.

Hardens binaries, Electron ASAR, JS, WASM, Python, and model files against AI reverse-engineering agents using decoy metadata, budget exhaustion, and…

nas: a zero-dependency Python CLI + MCP server for Synology DSM 7. One-command audit and fix for the C3RB3R / .L0CK3D ransomware campaign; hand it to…

LLM multi-agent autonomous penetration testing platform with planner/worker agents, asset and exploration graphs, MITM traffic recording, and…

Open-source, self-hosted security pipeline for IT, AI and OT. Logs in. Evidence out.: OCSF normalization, 46 detection rules…

A comprehensive guide to adversarial testing and security evaluation of AI systems, helping organizations identify vulnerabilities before attackers…

Reverse-proxy web application firewall with WAF, anti-bot and anti-DDoS protection at L3/L4/L7, custom rules, rate limiting, geo/IP filtering and…

Advanced LLM-powered brute-force tool combining AI intelligence with automated login attacks

Research codebase for privacy evaluation of quantized neural networks: trains target/shadow models under PTQ/QAT and runs membership-inference…

Two-layer LLM firewall that blocks prompt-injection inputs via regex rules plus a Gemini classifier, and catches secret or system-prompt leaks in bot…

CybORG CAGE 2 environment updated for the paper "Alignment of Autonomous Cyber Defense Agents via Adaptive Policy Shaping"