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88 Results
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Workshop
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FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System Weizhao Jin · Yuhang Yao · Shanshan Han · Carlee Joe-Wong · Srivatsan Ravi · Salman Avestimehr · Chaoyang He |
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Poster
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Wed 15:00 |
A Randomized Approach to Tight Privacy Accounting Jiachen (Tianhao) Wang · Saeed Mahloujifar · Tong Wu · Ruoxi Jia · Prateek Mittal |
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Poster
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Thu 15:00 |
Sparsity-Preserving Differentially Private Training of Large Embedding Models Badih Ghazi · Yangsibo Huang · Pritish Kamath · Ravi Kumar · Pasin Manurangsi · Amer Sinha · Chiyuan Zhang |
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Poster
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Tue 8:45 |
Differentially Private Image Classification by Learning Priors from Random Processes Xinyu Tang · Ashwinee Panda · Vikash Sehwag · Prateek Mittal |