Membership Inference Attack Using Self Influence Functions

26 May 2022

Papers citing "Membership Inference Attack Using Self Influence Functions"

8 / 8 papers shown

Title
Privacy Risks and Preservation Methods in Explainable Artificial Intelligence: A Scoping Review Sonal Allana Mohan Kankanhalli Rozita Dara 27 0 0 05 May 2025
WaKA: Data Attribution using K-Nearest Neighbors and Membership Privacy Principles Patrick Mesana Clément Bénesse H. Lautraite Gilles Caporossi Sébastien Gambs TDI 32 0 0 02 Nov 2024
Do Parameters Reveal More than Loss for Membership Inference? Anshuman Suri Xiao Zhang David E. Evans MIACV MIALM AAML 44 1 0 17 Jun 2024
Deeper Understanding of Black-box Predictions via Generalized Influence Functions Hyeonsu Lyu Jonggyu Jang Sehyun Ryu H. Yang TDI AI4CE 13 5 0 09 Dec 2023
MoPe: Model Perturbation-based Privacy Attacks on Language Models Marvin Li Jason Wang Jeffrey G. Wang Seth Neel AAML 30 18 0 22 Oct 2023
Black-Box Training Data Identification in GANs via Detector Networks Lukman Olagoke Salil P. Vadhan Seth Neel 21 0 0 18 Oct 2023
Training Data Influence Analysis and Estimation: A Survey Zayd Hammoudeh Daniel Lowd TDI 29 82 0 09 Dec 2022
Systematic Evaluation of Privacy Risks of Machine Learning Models Liwei Song Prateek Mittal MIACV 187 358 0 24 Mar 2020