Tools

nishitvp/better_opts_attacks

Attack framework for breaking fine-tuning based prompt injection defenses (SecAlign, SecAlign++, StruQ) using architecture-aware adversarial attacks…

roostercoopllc/flipper-mcp

AI-powered MCP server for Flipper Zero. Control SubGHz, NFC, RFID, IR, BLE, GPIO, and more over WiFi using Claude or any MCP client.

stardust457/sldr

Defense framework that mitigates malicious fine-tuning of LLMs using selective layer recovery and dynamic routing, with training, harmfulness…

owasp/sbom-vex-taint-analysis

Automated SBOM-to-VEX pipeline using a secure multi-agent AI system to analyze CVEs, reason about exploitability, and generate signed CycloneDX VEX…

phkhanhtrinh23/agas

LLM-driven agentic group shilling attack framework that manipulates black-box collaborative-filtering recommender rankings using adaptive multi-role…

ryehr/hitms_steganography

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

lcfr-hax/cve-2024-14027_slop

Exploits for CVE-2024-14027 creating using AI/Claude as a test.

binzhwang/actguard

Pre-execution action-auditing defense that detects and masks indirect prompt injection in tool-using LLM agents using embedding retrieval and…

ageofalgorithms/mahoraga-webapp-defender

AI-powered reactive website defense system that detects attacks, analyzes them, and autonomously patches source code in real-time using LLM agents.

erroristotle/dvdr_llm

Ensemble framework for software vulnerability detection and repair using multiple large language models, with consensus analysis and evaluation tools…

jaydendancer12/ai-code-review

AI-powered CLI tool that reviews code for security vulnerabilities, bugs, and anti-patterns using LLMs. Supports local and cloud providers, git…

sisl-uri/t-backdoor

Research code implementing T-Backdoor, temporal-trigger backdoor attacks on spiking neural networks using rate, latency, and jitter triggers without…

jaewonalive/camodocs

Research implementation of a poisoning attack against retrieval-augmented language models using camouflaged documents to evade filtering defenses and…

shuangliangx/learning-to-detect

Detects unknown jailbreak attacks in large vision-language models using hidden state analysis and autoencoders, with training and evaluation…

alphawarheads/watermark_spoofing

Research code and dataset (WSD) for evaluating audio watermarking impact on anti-spoofing, using wav2vec2 XLS-R and knowledge-preserving learning.

holiday-830/llm-council-vapt

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

rajus-agent/orbit-tracer

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