
cdxgen
Creates CycloneDX Bill of Materials (BOM) for your projects from source and container images. Supports many languages and package managers. Integrate…

Creates CycloneDX Bill of Materials (BOM) for your projects from source and container images. Supports many languages and package managers. Integrate…

Scans Shodan for publicly exposed Ollama and llama.cpp servers, enumerating hosts, locations, and available models for security research.

Research on persistent prompt injections via memory features in Claude, Gemini, and ChatGPT, with reproduction steps, datasets, and proofs for…

Diagnostic LLM safety benchmark with 3,489 bilingual prompts, an 84-label taxonomy, and prompt-level rubric judging for explainable, fine-grained…

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

Scans PostgreSQL databases and Jira issues for PII using regex, NER/ML, and optional self-hosted LLM detection, with redacted reports and audit…

Runtime guard skill that detects and blocks malicious skill-induced attacks in skill-augmented agents, with an MCTS loop that evolves the guard…

Adversarial image attacks on vision-language web agents, from visual grounding to browser execution

Research implementation of Hop-Decayed Influence (HDI) and the 3S attack framework, exposing structural auxiliary indexing vulnerabilities in…

Reverse engineer anything with agents, from app behavior down to native binaries.

Proof-of-concept demos and research on indirect prompt injection attacks against application-integrated LLMs, covering data exfiltration, remote…

A listener profile for the Mythic C2 framework that utilizes AI vendors file API's

Benchmark and evaluation harness testing whether LLM agents resist malicious instructions hidden in multimodal skill images, with 108 cases across…

Tracker of publicly reported prompt-injection techniques, broken down by delivery method, encoding, and propagation behavior, with confirmed models,…

finance domain specific red-teaming benchmark evaluation rubric

Forensic Analysis and Local Replication of the OpenAI-Artifactory Privilege Escalation Incident (CVE-2026-65616)

Bidirectional token-classification model for PII detection and masking in text, with CLI for redaction, evaluation, and finetuning on-premises.

Sandbox and MCP proxy that blocks AI coding agents from reading SSH keys, AWS credentials, and .env files, with deny-by-default policy and…