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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.

awesome cloud data-poisoning devsecops exploit large-language-models llm machine-learning machine-learning-security mlops

416 stars
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190 projects

Last updated: 13 Jan 2026

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machinelearning 20 reasoning 19 decentralized 19 raspberry-pi 19 youtube 19 curated 19 bugbounty 19 llama 19 startup 19 big-data 19 finance 18 graphql 18 code 18 representation-learning 18 agentic-ai 18 monitoring 18 bash 18 networking 18 stable-diffusion 18 backend 18 optimization 18 transformers 18 aigc 18 generative-art 17 open-data 17 image-generation 17 containers 17 prompt 17 cloud-native 17 analytics 17 seo 17 beginner-friendly 17 knowledge 17 anthropic 17 gemini 17 cheatsheet 17 bert 16 image-processing 16 vscode 16 claude-code 16 articles 16 text-to-image 16 algorithm 16 language 16 devsecops 16 autonomous-vehicles 16 data-engineering 16 deepseek 16 microservices 16 webgl 16 android-development 15 plugins 15 selfhosted 15 command-line 15 dart 15 mysql 15 mcp-server 15 laravel 15 generative-model 15 graphics 15 technology 15 animation 15 p2p 15 prompts 15 malware-analysis 15 terminal 15 resource 15 pentest 15 cms 15 evm 15 nerf 15 readme 15 detection 15 ros 15 telegram 14 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workflow 12 guide 12 multimodal-learning 12 image 12 automl 12 datascience 12 time-series-analysis 12 gaming 12 article 12 model-compression 12 dapp 12 langchain 12 mllm 12 authentication 12 google 12 web-design 12 programming-languages 12 es6 12 chain-of-thought 12 webapp 12 solana 12 static-analysis 12 rails 12 ui-design 12 hosting 12 static-site-generator 12 vision-and-language 12 graphics-programming 12 storage 12 elasticsearch 12 model-context-protocol 12 hacktoberfest2020 11 creative-coding 11 ctf 11 system-design 11 rl 11 ecommerce 11 anime 11 cuda 11 course 11 planning 11 question-answering 11 few-shot-learning 11 3d-graphics 11 cvpr 11 yolo 11 utilities 11 bookmarks 11 ux 11 book 11 ai-agent 11 rest-api 11 golang-library 11 writing 11 webpack 11 objective-c 11 open-science 11 design-systems 11 unity3d 11 front-end-development 11 climate-change 11 sysadmin 11 unsupervised-learning 11 font 11 free-software 11 point-cloud 11 threat-intelligence 11 interpretability 11 jupyter-notebook 10 drones 10 hacktoberfest2021 10 bot 10 hacking-tools 10 cyber-security 10 podcasts 10 3d-reconstruction 10 cv 10 test-automation 10 management 10 semantic-web 10 malware 10 webdesign 10 knowledge-base 10 vr 10 privacy-tools 10 quantization 10 minecraft 10 classification 10 edge-computing 10 semantic-segmentation 10 ide 10 webcomponents 10 cursor 10 chatgpt-api 10 xai 10 redis 10 machine-learning-algorithms 10 arduino 10 templates 10 android-app 10 android-application 10 mcp-servers 10 sre 10 cicd 10 students 10 ionic 10 social-network 10 haskell 10 text-mining 10 flask 10 applications 10 neuroscience 10 qwen 10 geospatial 10 augmented-reality 10 infrastructure 10 email 10 docs 10 speech-processing 10 ansible 10 reading-list 10 llmops 10 healthcare 10 meta-learning 10 movies 10 blockchain-technology 10 bug-bounty 10 fpga 10 flutter-apps 10 ai-art 10 software-architecture 10 in-context-learning 10