awesome-mlsecops
github.com/riccardobiosas/awesome-mlsecops ↗A curated list of MLSecOps tools and resources for securing machine learning and AI systems - adversarial ML defense, LLM security, AI red teaming, model scanning, supply-chain protection, and MLOps pipeline security.
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me additional open-source tools resources from awesome-mlsecops"
Installation instructions →What's inside
Open Source Security Tools
- AdvBoxAdditional Open-Source Tools
Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow
- Adversarial Machine Learning CTFAdditional Open-Source Tools
CTF challenge demonstrating adversarial-image attacks against neural-network image classifiers
- Adversarial Robustness ToolboxAdversarial Machine Learning Testing
Library of defense methods for ML models against adversarial attacks
- AdvertorchAdditional Open-Source Tools
Python toolbox for adversarial robustness research
- Agentic SecurityAdditional Open-Source Tools
Agentic LLM Vulnerability Scanner / AI red teaming kit
- Agent Memory GuardAI Agent Security
OWASP project providing a runtime defense layer that screens AI agent memory reads and writes against prompt injection, secret leakage, and memory poisoning
Books
Adversarial Machine Learning Research Repositories
- Adversarial-Attacks-with-Relativistic-AdvGAN
Adversarial example generation
- AgentPoison
LLM agent backdoor poisoning
- backdoor
Backdoor attacks
- BlindMI
Membership inference attacks
- Class_Activation_Mapping_Ensemble_Attack
Adversarial evasion attacks
- COLD-Attack
Adversarial optimization attacks
Attack Vectors
Blogs and Publications
AI Security and MLSecOps Beginner Resources
- AI Risk Assessment for ML Engineers
- AI Security 101
- Microsoft AI Red Team
- Microsoft - Generative AI Security for Beginners
Generative AI Security for Beginners
- Web LLM attacks
Community Resources
Threat Modeling
Showing a sample of 174 resources. View the full list on GitHub →