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Privacy-Preserving Machine Learning Courses

Gradient Obfuscation Gives a False Sense of Security in Federated Learning
USENIX via YouTube
MPC for Specific Functionalities - AC 2023 Session
TheIACR via YouTube
Fundamentals of Privacy-Preserving Federated Learning
IEEE Signal Processing Society via YouTube
Samplable Anonymous Aggregation for Private Federated Data Analysis
TheIACR via YouTube
Practical Cryptographic Solutions for Secure Inference and Private Benchmarking
TheIACR via YouTube
Publicly Detectable Watermarking for Language Models - PPML 2024 Invited Talk
TheIACR via YouTube
Privacy Design Patterns for AI Systems - Threats and Protections
USENIX via YouTube
Federated User Representation Learning: Privacy-Preserving Personalization in Distributed Systems
VinAI via YouTube
Noise-Aware Statistical Inference with Differentially Private Synthetic Data
Finnish Center for Artificial Intelligence FCAI via YouTube
Privacy-Preserving Machine Learning with Fully Homomorphic Encryption
Google TechTalks via YouTube
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