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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
When Forgetting Triggers Backdoors: A Clean Unlearning Attack
When Forgetting Triggers Backdoors: A Clean Unlearning Attack
Marco Arazzi
Antonino Nocera
Vinod Puthuvath
AAMLMUOnRL
290
1
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
355
0
1
02 Jun 2025
Fairness and Robustness in Machine Unlearning
Fairness and Robustness in Machine UnlearningThe Web Conference (WWW), 2025
Khoa Tran
Simon S. Woo
FaMLOODMUAAML
345
4
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
230
8
0
11 Jun 2024
Adversarial Machine Unlearning
Adversarial Machine Unlearning
Zonglin Di
Sixie Yu
Yevgeniy Vorobeychik
Yang Liu
215
12
0
11 Jun 2024
Machine Unlearning via Null Space Calibration
Machine Unlearning via Null Space Calibration
Huiqiang Chen
Tianqing Zhu
Xin Yu
Wanlei Zhou
380
22
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
381
22
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
481
18
0
04 Dec 2023
Multi-Class Unlearning for Image Classification via Weight Filtering
Multi-Class Unlearning for Image Classification via Weight FilteringIEEE Intelligent Systems (IEEE Intell. Syst.), 2023
Samuele Poppi
Sara Sarto
Marcella Cornia
Lorenzo Baraldi
Rita Cucchiara
MU
301
10
0
04 Apr 2023
Boundary Unlearning
Boundary UnlearningComputer Vision and Pattern Recognition (CVPR), 2023
Min Chen
Weizhuo Gao
Gaoyang Liu
Kai Peng
Chen Wang
MU
405
152
0
21 Mar 2023
1
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