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awesome-differential-privacy
list of differential-privacy related resources
https://github.com/menisadi/awesome-differential-privacy
Last synced: 5 days ago
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Learn
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- The Algorithmic Foundations of Differential Privacy - Book
- Gautam Kamath - A Course In Differential Privacy
- BIU winter school - Differential Privacy: From Theory to Practice
- CS 860 - Algorithms for Private Data Analysis - Fall 2020
- Programming Differential Privacy - Online book about differential privacy, for programmers
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
- Towards Data Science - Differential Privacy in Deep Learning
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Industry Articles
- Google - Deep Learning with Differential Privacy
- Microsoft - Privacy and accuracy: How Cynthia Dwork is making data analysis better
- Apple - Differential Privacy
- How One of Apple's Key Privacy Safeguards Falls Short
- Privacy and machine learning: two unexpected allies?
- Googles Differential Privacy May be Better Than Apples
- Microsoft - Collecting telemetry data privately
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code and projects
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code and Projects
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Read
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YouTube
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youtube
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Code and Projects
- Google's differential privacy library
- Opacus - Training PyTorch models with differential privacy
- Implementing TensorFlow with differential privacy
- Diffprivlib: The IBM Differential Privacy Library
- JAX-Privacy - Algorithms for Privacy-Preserving Machine Learning in JAX
- OpenDP - Developing Open Source Tools for Differential Privacy
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