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Congyu Fang

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Decentralised, Collaborative, and Privacy-preserving Machine Learning for Multi-Hospital Data

Jan 31, 2024
Congyu Fang, Adam Dziedzic, Lin Zhang, Laura Oliva, Amol Verma, Fahad Razak, Nicolas Papernot, Bo Wang

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Robust and Actively Secure Serverless Collaborative Learning

Oct 25, 2023
Olive Franzese, Adam Dziedzic, Christopher A. Choquette-Choo, Mark R. Thomas, Muhammad Ahmad Kaleem, Stephan Rabanser, Congyu Fang, Somesh Jha, Nicolas Papernot, Xiao Wang

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On the Fundamental Limits of Formally (Dis)Proving Robustness in Proof-of-Learning

Aug 06, 2022
Congyu Fang, Hengrui Jia, Anvith Thudi, Mohammad Yaghini, Christopher A. Choquette-Choo, Natalie Dullerud, Varun Chandrasekaran, Nicolas Papernot

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