Membership Privacy for Machine Learning Models Through Knowledge
Transfer

v1v2v3 (latest)

Membership Privacy for Machine Learning Models Through Knowledge Transfer

15 June 2019

Virat Shejwalkar

Amir Houmansadr

ArXiv (abs)PDF HTML

Papers citing "Membership Privacy for Machine Learning Models Through Knowledge Transfer"

4 / 4 papers shown

Title
Can Model Compression Improve NLP Fairness Guangxuan Xu Qingyuan Hu 84 30 0 21 Jan 2022
Survey: Leakage and Privacy at Inference Time Marija Jegorova Chaitanya Kaul Charlie Mayor Alison Q. OÑeil Alexander Weir Roderick Murray-Smith Sotirios A. Tsaftaris PILM MIACV 146 80 0 04 Jul 2021
ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning ModelsUSENIX Security Symposium (USENIX Security), 2023 Yugeng Liu Rui Wen Xinlei He A. Salem Zhikun Zhang Michael Backes Emiliano De Cristofaro Mario Fritz Yang Zhang AAML 132 142 0 04 Feb 2021
Systematic Evaluation of Privacy Risks of Machine Learning Models Liwei Song Prateek Mittal MIACV 457 413 0 24 Mar 2020