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Poster
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
Poster
Thu 1:45 Numerical Accounting in the Shuffle Model of Differential Privacy
Antti Koskela · Antti Honkela · Mikko Heikkilä
Poster
Tue 1:45 FedP3: Federated Personalized and Privacy-friendly Network Pruning under Model Heterogeneity
Kai Yi · Nidham Gazagnadou · Peter Richtarik · Lingjuan Lyu
Poster
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
Poster
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
Workshop
PRIVACY-PRESERVING DATA RELEASE LEVERAGING OPTIMAL TRANSPORT AND PARTICLE GRADIENT DESCENT
Konstantin Donhauser · Javier Abad · Neha Hulkund · Fanny Yang
Poster
Thu 1:45 Differentially Private SGD Without Clipping Bias: An Error-Feedback Approach
Xinwei Zhang · Zhiqi Bu · Steven Wu · Mingyi Hong
Poster
Tue 7:30 You Only Query Once: An Efficient Label-Only Membership Inference Attack
Yutong Wu · Han Qiu · Shangwei Guo · Jiwei Li · Tianwei Zhang
Workshop
Privacy-preserving Fine-tuning of Large Language Models through Flatness
Tiejin Chen · Longchao Da · Huixue Zhou · Pingzhi Li · Kaixiong Zhou · Tianlong Chen · Hua Wei
Workshop
Privacy-preserving Fine-tuning of Large Language Models through Flatness
Tiejin Chen · Longchao Da · Huixue Zhou · Pingzhi Li · Kaixiong Zhou · Tianlong Chen · Hua Wei
Poster
Wed 7:30 Improved Analysis of Sparse Linear Regression in Local Differential Privacy Model
Liyang Zhu · Meng Ding · Vaneet Aggarwal · Jinhui Xu · Di Wang
Poster
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