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secure-ml
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A curated list of awesome responsible machine learning resources.
pythondata-sciencemachine-learningawesomerawesome-listtransparencyfairnessai-safetyprivacy-enhancing-technologiesinterpretabilityinterpretable-aiinterpretable-mlexplainable-mlxaiinterpretable-machine-learningprivacy-preserving-machine-learningmachine-learning-interpretabilitysecure-mlreliable-ai
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Nov 5, 2025
Secure Linear Regression in the Semi-Honest Two-Party Setting.
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Oct 1, 2019 - C++
Implementation of privacy-preserving SVM assuming public model private data scenario
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May 11, 2023 - Jupyter Notebook
Efficient classification of Mobile Gallery Images
machine-learningcomputer-visiondeep-learningtransformersartificial-intelligenceneural-networksimage-classificationsecure-ml
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Apr 12, 2025 - Jupyter Notebook
Privacy-preserving distributed machine learning framework that trains models across devices without sharing raw data - enterprise-grade federated AI.
pythonprivacypytorchinnovationdifferential-privacyprivacy-protectionedge-computingprivacy-preservingfederated-learningsecure-mlenterprise-aidistributed-ai
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Nov 2, 2025 - Python
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