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Leveraging Per-Instance Privacy for Machine Unlearning

Leveraging Per-Instance Privacy for Machine Unlearning

24 May 2025
N. Sepahvand
Anvith Thudi
Berivan Isik
Ashmita Bhattacharyya
Nicolas Papernot
Eleni Triantafillou
Daniel M. Roy
Gintare Karolina Dziugaite
    MUFedML
ArXiv (abs)PDFHTML

Papers citing "Leveraging Per-Instance Privacy for Machine Unlearning"

3 / 3 papers shown
Title
Do Unlearning Methods Remove Information from Language Model Weights?
Do Unlearning Methods Remove Information from Language Model Weights?
Aghyad Deeb
Fabien Roger
AAMLMU
199
35
0
11 Oct 2024
Machine Unlearning Fails to Remove Data Poisoning Attacks
Machine Unlearning Fails to Remove Data Poisoning Attacks
Martin Pawelczyk
Jimmy Z. Di
Yiwei Lu
Gautam Kamath
Ayush Sekhari
Seth Neel
AAMLMU
237
21
0
25 Jun 2024
Threats, Attacks, and Defenses in Machine Unlearning: A Survey
Threats, Attacks, and Defenses in Machine Unlearning: A Survey
Ziyao Liu
Huanyi Ye
Chen Chen
Yongsen Zheng
K. Lam
AAMLMU
278
40
0
20 Mar 2024
1