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大厂专区

Cisco(思科)

2025-09-09 至 2025-09-09 共收录 1
2509.06264 2025-09-09 cs.CR cs.LG

PLRV-O: Advancing Differentially Private Deep Learning via Privacy Loss Random Variable Optimization

Qin Yang, Nicholas Stout, Meisam Mohammady, Han Wang, Ayesha Samreen, Christopher J Quinn, Yan Yan, Ashish Kundu, Yuan Hong

机构 * University of Connecticut(康涅狄格大学) Iowa State University(爱荷华州立大学) The University of Kansas(堪萨斯大学) University of Illinois at Chicago(伊利诺伊大学香槟分校) Cisco Research(思科研究)

Comments Source code is available at https://github.com/datasec-lab/plrvo. This is the full version of the paper to appear in CCS'25

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