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52 Results
Poster
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Thu 7:30 |
DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer Junyuan Hong · Jiachen (Tianhao) Wang · Chenhui Zhang · Zhangheng LI · Bo Li · Zhangyang Wang |
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Poster
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Thu 1:45 |
Numerical Accounting in the Shuffle Model of Differential Privacy Antti Koskela · Antti Honkela · Mikko Heikkilä |
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Poster
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Tue 1:45 |
FedP3: Federated Personalized and Privacy-friendly Network Pruning under Model Heterogeneity Kai Yi · Nidham Gazagnadou · Peter Richtarik · Lingjuan Lyu |
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Poster
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Thu 1:45 |
DP-SGD Without Clipping: The Lipschitz Neural Network Way Louis Béthune · Thomas Massena · Thibaut Boissin · Aurélien Bellet · Franck Mamalet · Yannick Prudent · Corentin Friedrich · Mathieu Serrurier · David Vigouroux |
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Poster
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Thu 7:30 |
FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data Zikai Xiao · Zihan Chen · Liyinglan Liu · YANG FENG · Joey Tianyi Zhou · Jian Wu · Wanlu Liu · Howard Yang · Zuozhu Liu |
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Workshop
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PRIVACY-PRESERVING DATA RELEASE LEVERAGING OPTIMAL TRANSPORT AND PARTICLE GRADIENT DESCENT Konstantin Donhauser · Javier Abad · Neha Hulkund · Fanny Yang |
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Poster
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Thu 1:45 |
Differentially Private SGD Without Clipping Bias: An Error-Feedback Approach Xinwei Zhang · Zhiqi Bu · Steven Wu · Mingyi Hong |
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Poster
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Tue 7:30 |
You Only Query Once: An Efficient Label-Only Membership Inference Attack Yutong Wu · Han Qiu · Shangwei Guo · Jiwei Li · Tianwei Zhang |
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Workshop
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Privacy-preserving Fine-tuning of Large Language Models through Flatness Tiejin Chen · Longchao Da · Huixue Zhou · Pingzhi Li · Kaixiong Zhou · Tianlong Chen · Hua Wei |
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Workshop
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Privacy-preserving Fine-tuning of Large Language Models through Flatness Tiejin Chen · Longchao Da · Huixue Zhou · Pingzhi Li · Kaixiong Zhou · Tianlong Chen · Hua Wei |
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Poster
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Wed 7:30 |
Improved Analysis of Sparse Linear Regression in Local Differential Privacy Model Liyang Zhu · Meng Ding · Vaneet Aggarwal · Jinhui Xu · Di Wang |
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Poster
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Wed 7:30 |
Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Contextual Integrity Theory Niloofar Mireshghallah · Hyunwoo Kim · Xuhui Zhou · Yulia Tsvetkov · Maarten Sap · Reza Shokri · Yejin Choi |