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awesome-MLSecOps

A curated list of MLSecOps tools, articles and other resources on security applied to Machine Learning and MLOps systems.
https://github.com/RiccardoBiosas/awesome-MLSecOps

Last synced: 2 days ago
JSON representation

Programming Languages
Python 45 Jupyter Notebook 8 HCL 1 Rust 1 HTML 1 PureBasic 1
Categories
Threat Modeling 57 Open Source Security Tools 51 Repositories 34 Community Resources 23 Blogs and Publications 17 MlSecOps pipeline 11 DATA 8 101 Resources 7 Repository Stats 6 Contributors ✨ 6 MLOps Infrastructure Vulnerabilities 5 Books 4 Attack Vectors 4 ML Code Security 3 Commercial Tools 3 Activity 2 License 1 Support Us 1 Infographics 1
Sub Categories
AI Security Market Map 11 Ai Security Market map 6
Keywords
machine-learning 14 adversarial-attacks 12 security 11 llm 8 adversarial-examples 5 pytorch 5 privacy 4 python 4 deep-learning 3 adversarial-machine-learning 3 adversarial-example 3 natural-language-processing 3 security-tools 3 large-language-models 3 ai 3 backdoor-attacks 2 prompt-engineering 2 ml-safety 2 awesome-list 2 awesome 2 nlp 2 differential-privacy 2 ai-safety 2 ctf 2 docker 2 mlsecops 2 aisecurity 2 model-inversion-attacks 2 model-inversion 2 trustworthy-ai 2 llm-security 2 llmops 2 mlops 2 ai-red-team 2 generative-ai 2 red-team-tools 2 responsible-ai 2 ai-security 2 keras 2 toolbox 2 tensorflow 2 inference 2 data-privacy 2 robustness 2 benchmarking 2 onnx 1 graphpipe 1 flask 1 fgsm 1 optimization 1