Tools

nshalabi/attack-tools

SQLite relational data model for MITRE ATT&CK plus an adversary emulation planning tool, enriched with Red Canary ATOMIC tests and APT3 emulation…

requie/ai-red-teaming-guide

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

amirsafiallah/dhcpflood

C++ tool using libtins to craft and broadcast DHCP requests with random MACs across an IP pool, exhausting DHCP leases to demonstrate DHCP starvation…

ukanwat/guardrebind

Research code, benchmark and defense for target rebinding attacks that trick LLM safety guards into grading forged decoy content, plus segment-max…

suels-group/beyond_asr

Research code for measuring jailbreak attack success rates (ASR and stepwise ASR) against LLMs, with implementations of attacks such as GCG and…

pedrobarcha/memory-injection

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

lassnajmuldeen/balcony-jailbreaking

Jailbreak vulnerability across early-exit depths LLMs. Published at NeurIPS 2026 in the FLMSec workshop

ericyoc/ai-security-literacy

Reproducible Colab pipeline that grounds six AI Security Literacy competency dimensions in public benchmarks and survey microdata, producing figures,…

thuname/ted

Research artifact from USENIX Security 2026 demonstrating DDoS attacks by abusing tunnel nodes and IPv6 extension headers, with accompanying analysis…

pixee/compaction-laundering

Security research on context compaction in coding agents: shows how forged role labels in untrusted content survive summarization and get executed,…

lsudoko/antibody

GitLab Duo DevSecOps loop where a second AI re-attacks every AI-written fix, saving each successful bypass as a permanent antibody replayed in CI and…

hanxi19/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…

gmh5225/llm-attack-prompt

Jailbreaks,Prompt Leaks,Prompt Injection,LLM Attack.Large language model attack prompt collection

ye-ze-yu/epireal-bench

Red-teaming benchmark and black-box attack framework for evaluating visual misinformation risks in commercial image generators, with 10k false-claim…

phil-fan/fs-attack

Implementation of the paper "Rethinking Latency Denial-of-Service: Attack the LLM Serving Framework, Not the Model"

multimodal-ai-lab/tobac

Token by Token, Compromised: Backdoor Vulnerabilities in Unified Autoregressive Models (NeurIPS'26)

moontea0416/webmirage

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