Usenix Security 24 Relation Mining Under Local Differential Privacy

Summary

Relation Mining Under Local Differential Privacy DPAdapter: Improving Differentially Private Deep Learning through Noise Tolerance Pre-training Zihao Wang, Rui Zhu, and ... NetShaper: A Differentially Private Network Side-Channel Mitigation System Amir Sabzi, Rut Vora, Swati Goswami, Margo Seltzer, ... How Does a Deep Learning Model Architecture Impact Its Tianhao Wang, Jeremiah Blocki, and Ninghui Li, Purdue University; Somesh Jha, University of Wisconsin Madison Protocols ... dp-promise: Differentially Private Diffusion Probabilistic Models for Image Synthesis Haichen Wang and Shuchao Pang, Nanjing ... Gradients Look Alike: Sensitivity is Often Overestimated in DP-SGD Anvith Thudi and Hengrui Jia, University of Toronto and ... LanDscAPe: Exploring LDAP Weaknesses and Data Leaks at Internet Scale Jonas Kaspereit and Gurur Öndarö, Münster ...