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Selective Forgetting of Deep Networks at a Finer Level than Samples
v1v2 (latest)

Selective Forgetting of Deep Networks at a Finer Level than Samples

22 December 2020
Tomohiro Hayase
S. Yasutomi
Takashi Katoh
ArXiv (abs)PDFHTML

Papers citing "Selective Forgetting of Deep Networks at a Finer Level than Samples"

10 / 10 papers shown
Title
When Forgetting Triggers Backdoors: A Clean Unlearning Attack
When Forgetting Triggers Backdoors: A Clean Unlearning Attack
Marco Arazzi
Antonino Nocera
Vinod Puthuvath
AAMLMUOnRL
36
0
0
14 Jun 2025
Unlearning's Blind Spots: Over-Unlearning and Prototypical Relearning Attack
Unlearning's Blind Spots: Over-Unlearning and Prototypical Relearning Attack
SeungBum Ha
Saerom Park
Sung Whan Yoon
MUCLL
67
0
1
02 Jun 2025
Fairness and Robustness in Machine Unlearning
Fairness and Robustness in Machine Unlearning
Khoa Tran
Simon S. Woo
FaMLOODMUAAML
130
1
0
18 Apr 2025
Label Smoothing Improves Machine Unlearning
Label Smoothing Improves Machine Unlearning
Zonglin Di
Zhaowei Zhu
Jinghan Jia
Jiancheng Liu
Zafar Takhirov
Wanrong Zhang
Yuanshun Yao
Sijia Liu
Yang Liu
80
4
0
11 Jun 2024
Adversarial Machine Unlearning
Adversarial Machine Unlearning
Zonglin Di
Sixie Yu
Yevgeniy Vorobeychik
Yang Liu
70
3
0
11 Jun 2024
Machine Unlearning via Null Space Calibration
Machine Unlearning via Null Space Calibration
Huiqiang Chen
Tianqing Zhu
Xin Yu
Wanlei Zhou
87
9
0
21 Apr 2024
Is Retain Set All You Need in Machine Unlearning? Restoring Performance
  of Unlearned Models with Out-Of-Distribution Images
Is Retain Set All You Need in Machine Unlearning? Restoring Performance of Unlearned Models with Out-Of-Distribution Images
Jacopo Bonato
Marco Cotogni
Luigi Sabetta
MUCLL
113
6
0
19 Apr 2024
DUCK: Distance-based Unlearning via Centroid Kinematics
DUCK: Distance-based Unlearning via Centroid Kinematics
Marco Cotogni
Jacopo Bonato
Luigi Sabetta
Francesco Pelosin
Alessandro Nicolosi
MU
125
10
0
04 Dec 2023
Multi-Class Unlearning for Image Classification via Weight Filtering
Multi-Class Unlearning for Image Classification via Weight Filtering
Samuele Poppi
Sara Sarto
Marcella Cornia
Lorenzo Baraldi
Rita Cucchiara
MU
78
7
0
04 Apr 2023
Boundary Unlearning
Boundary Unlearning
Min Chen
Weizhuo Gao
Gaoyang Liu
Kai Peng
Chen Wang
MU
178
82
0
21 Mar 2023
1