advmlthreatmatrix
AI attack analysis tool
A framework to help security analysts understand and prepare for adversarial machine learning attacks on AI systems
Adversarial Threat Landscape for AI Systems
1k stars
107 watching
103 forks
last commit: over 3 years agoLinked from 2 awesome lists
Related projects:
| Repository | Description | Stars |
|---|---|---|
| A comprehensive resource for understanding and visualizing the relationships between different types of cyber attacks and their tactics, techniques, and procedures. | 18 | |
| A set of scripts to detect and analyze cyber adversary activity using Bro/Zeek network security monitor | 570 | |
| Utilities for simulating adversary behavior in the context of threat intelligence and security analysis | 1,011 | |
| Automates testing of cybersecurity detection and response capabilities in a controlled network environment | 202 | |
| Automates adversary emulation and incident response using a framework built on the MITRE ATT&CK model | 5,722 | |
| A repository providing threat intelligence data in STIX format for security analysis and automation | 1,765 | |
| Automated attack synthesis tool for discovering vulnerabilities in CPU architecture and cryptographic protocols | 18 | |
| A collection of reusable scripts and tools for analyzing malicious software | 75 | |
| Provides Windows log event indicators mapped to MITRE ATT&CK tactic and techniques | 532 | |
| Provides tools and techniques for simulating AI-enabled system attacks in a controlled environment. | 85 | |
| Automated file analysis framework with modular design and distributed workflow | 618 | |
| An adversarial attack framework on large vision-language models | 165 | |
| An open-source reinforcement learning framework to generate adversarial examples for malware classification models. | 41 | |
| A toolbox for researching and evaluating robustness against attacks on machine learning models | 1,311 | |
| A tool to generate adversarial text examples and test machine learning models against them | 399 |