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privacy-preserving machine learning
Modern Privacy-preserving Machine Learning: Rigorous Approach for Data Privacy
Zihang Xiang, Ph.D. Student, Computer Science
Jul 6, 10:00
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12:00
B3 L5 R5216
privacy-preserving machine learning
Differential privacy
Federated learning
This dissertation centers around privacy-preserving technologies (differential privacy) in broad machine learning applications. This dissertation focuses on two sides of differential privacy: 1) designing privacy-preserving algorithms, 2) ensuring the falsifiability of privacy claims.
