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Zero-Shot Machine Unlearning
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2022
14 January 2022
Vikram S Chundawat
Ayush K Tarun
Murari Mandal
Mohan S. Kankanhalli
MU
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Papers citing
"Zero-Shot Machine Unlearning"
50 / 96 papers shown
WARP: Weight Teleportation for Attack-Resilient Unlearning Protocols
Mohammad Maheri
Xavier F. Cadet
Peter Chin
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MU
225
0
0
29 Nov 2025
POUR: A Provably Optimal Method for Unlearning Representations via Neural Collapse
Anjie Le
Can Peng
Yuyuan Liu
J. A. Noble
MU
223
0
0
24 Nov 2025
Sparse Model Inversion: Efficient Inversion of Vision Transformers for Data-Free Applications
International Conference on Machine Learning (ICML), 2025
Zixuan Hu
Yongxian Wei
Li Shen
Zhenyi Wang
Lei Li
Chun Yuan
Dacheng Tao
183
8
0
31 Oct 2025
On the limitation of evaluating machine unlearning using only a single training seed
Jamie Lanyon
Axel Finke
Petros Andreou
Georgina Cosma
MU
561
0
0
30 Oct 2025
Gaussian Certified Unlearning in High Dimensions: A Hypothesis Testing Approach
Aaradhya Pandey
Arnab Auddy
Haolin Zou
A. Maleki
Sanjeev Kulkarni
MU
204
2
0
15 Oct 2025
Unlearning in Diffusion models under Data Constraints: A Variational Inference Approach
Subhodip Panda
MS Varun
Shreyans Jain
Sarthak Kumar Maharana
Prathosh A.P.
MU
355
0
0
05 Oct 2025
Direct Token Optimization: A Self-contained Approach to Large Language Model Unlearning
Hong kyu Lee
Ruixuan Liu
Li Xiong
MU
203
1
0
30 Sep 2025
A Unified Framework for Diffusion Model Unlearning with f-Divergence
Nicola Novello
Federico Fontana
Luigi Cinque
Deniz Gunduz
Andrea M. Tonello
266
0
0
25 Sep 2025
Beyond Sharp Minima: Robust LLM Unlearning via Feedback-Guided Multi-Point Optimization
Wenhan Wu
Zheyuan Liu
Chongyang Gao
Ren Wang
Kaize Ding
AAML
MU
KELM
445
1
0
24 Sep 2025
Towards Source-Free Machine Unlearning
Computer Vision and Pattern Recognition (CVPR), 2025
Sk. Miraj Ahmed
Umit Yigit Basaran
Dripta S. Raychaudhuri
Arindam Dutta
Rohit Kundu
Fahim Faisal Niloy
Başak Güler
Amit K. Roy-Chowdhury
MU
216
3
0
20 Aug 2025
Unlearning Comparator: A Visual Analytics System for Comparative Evaluation of Machine Unlearning Methods
J. Lee
Suhyeon Yu
Yurim Jang
Simon S. Woo
Jaemin Jo
MU
392
3
0
18 Aug 2025
Conformal Unlearning: A New Paradigm for Unlearning in Conformal Predictors
Yahya Alkhatib
Wee Peng Tay
Wee Peng Tay
MU
260
0
0
05 Aug 2025
Zero-Shot Machine Unlearning with Proxy Adversarial Data Generation
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Huiqiang Chen
Tianqing Zhu
Xin Yu
Wanlei Zhou
MU
233
0
0
29 Jul 2025
Machine Unlearning for Streaming Forgetting
Shaofei Shen
Chenhao Zhang
Yawen Zhao
Alina Bialkowski
Weitong Chen
Miao Xu
MU
194
0
0
21 Jul 2025
Rectifying Privacy and Efficacy Measurements in Machine Unlearning: A New Inference Attack Perspective
Nima Naderloui
Shenao Yan
Binghui Wang
Jie Fu
Wendy Hui Wang
Weiran Liu
Yuan Hong
AAML
343
3
0
16 Jun 2025
GUARD: Guided Unlearning and Retention via Data Attribution for Large Language Models
Peizhi Niu
Duo Zhou
Peizhi Niu
Huiting Zhou
Huan Zhang
S. Rasoul Etesami
S. Rasoul Etesami
MU
477
1
0
12 Jun 2025
A Certified Unlearning Approach without Access to Source Data
Umit Yigit Basaran
Sk. Miraj Ahmed
Amit K. Roy-Chowdhury
Başak Güler
MU
278
6
0
06 Jun 2025
Targeted Forgetting of Image Subgroups in CLIP Models
Computer Vision and Pattern Recognition (CVPR), 2025
Zeliang Zhang
Gaowen Liu
Charles Fleming
Ramana Rao Kompella
Chenliang Xu
CLL
VLM
294
4
0
03 Jun 2025
Erasing Concepts, Steering Generations: A Comprehensive Survey of Concept Suppression
Yiwei Xie
Ping Liu
Zheng Zhang
645
6
0
26 May 2025
Semantic Aware Linear Transfer by Recycling Pre-trained Language Models for Cross-lingual Transfer
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Seungyoon Lee
Seongtae Hong
Hyeonseok Moon
Heuiseok Lim
KELM
382
0
0
16 May 2025
Certified Data Removal Under High-dimensional Settings
Haolin Zou
Arnab Auddy
Yongchan Kwon
Kamiar Rahnama Rad
A. Maleki
MU
341
5
0
12 May 2025
WaterDrum: Watermarking for Data-centric Unlearning Metric
Xinyang Lu
Xinyuan Niu
Gregory Kang Ruey Lau
Bui Thi Cam Nhung
Rachael Hwee Ling Sim
Fanyu Wen
Chuan-Sheng Foo
Szu Hui Ng
Bryan Kian Hsiang Low
Bryan Kian Hsiang Low
MU
395
4
0
08 May 2025
Can Performant LLMs Be Ethical? Quantifying the Impact of Web Crawling Opt-Outs
Dongyang Fan
Vinko Sabolčec
Matin Ansaripour
Ayush Kumar Tarun
Martin Jaggi
Antoine Bosselut
Imanol Schlag
410
4
0
08 Apr 2025
How Secure is Forgetting? Linking Machine Unlearning to Machine Learning Attacks
R. Agarwal
S. Nicolazzo
Antonino Nocera
Vinod Puthuvath
AAML
MU
431
4
0
26 Mar 2025
Group-robust Machine Unlearning
Thomas De Min
Subhankar Roy
Stéphane Lathuilière
Elisa Ricci
Goran Frehse
OOD
MU
587
1
0
12 Mar 2025
Vertical Federated Unlearning via Backdoor Certification
IEEE Transactions on Services Computing (TSC), 2024
Mengde Han
Tianqing Zhu
Lefeng Zhang
Huan Huo
Wanlei Zhou
FedML
MU
309
15
0
16 Dec 2024
Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy and Research
A. Feder Cooper
Christopher A. Choquette-Choo
Miranda Bogen
Matthew Jagielski
Katja Filippova
...
Hanna M. Wallach
Amy Cyphert
Katherine Lee
Nicolas Papernot
Katherine Lee
MU
AILaw
391
29
0
09 Dec 2024
Learning to Forget using Hypernetworks
Jose Miguel Lara Rangel
Stefan Schoepf
Jack Foster
David M. Krueger
Usman Anwar
MU
390
4
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01 Dec 2024
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient
Lei Zhou
Youwen Zhu
Qiao Xue
Ji Zhang
Pengfei Zhang
MU
574
1
0
28 Nov 2024
MUNBa: Machine Unlearning via Nash Bargaining
Jing Wu
Mehrtash Harandi
MU
850
12
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23 Nov 2024
A Review on Machine Unlearning
SN Computer Science (SCS), 2023
Haibo Zhang
Toru Nakamura
Takamasa Isohara
Kouichi Sakurai
AILaw
PILM
MU
436
86
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18 Nov 2024
Neural Corrective Machine Unranking
Jingrui Hou
Axel Finke
Georgina Cosma
CML
MU
307
1
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13 Nov 2024
Game-Theoretic Machine Unlearning: Mitigating Extra Privacy Leakage
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024
Hengzhu Liu
Tianqing Zhu
Lefeng Zhang
Ping Xiong
MU
477
0
0
06 Nov 2024
Zero-shot Class Unlearning via Layer-wise Relevance Analysis and Neuronal Path Perturbation
Wenhan Chang
Tianqing Zhu
Ping Xiong
Yufeng Wu
Faqian Guan
Wanlei Zhou
MU
423
4
0
31 Oct 2024
When Machine Unlearning Meets Retrieval-Augmented Generation (RAG): Keep Secret or Forget Knowledge?
IEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2024
Shang Wang
Tianqing Zhu
Dayong Ye
Wanlei Zhou
MU
389
21
0
20 Oct 2024
Evaluating of Machine Unlearning: Robustness Verification Without Prior Modifications
Heng Xu
Tianqing Zhu
Wanlei Zhou
MU
AAML
368
2
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14 Oct 2024
ConDa: Fast Federated Unlearning with Contribution Dampening
Vikram S Chundawat
Pushkar Niroula
Prasanna Dhungana
Stefan Schoepf
Murari Mandal
Alexandra Brintrup
FedML
252
6
0
05 Oct 2024
Deep Unlearn: Benchmarking Machine Unlearning for Image Classification
European Symposium on Security and Privacy (EuroS&P), 2024
Xavier F. Cadet
Anastasia Borovykh
Mohammad Malekzadeh
S. Ahmadi-Abhari
Hamed Haddadi
BDL
MU
306
6
0
02 Oct 2024
Efficient Backdoor Defense in Multimodal Contrastive Learning: A Token-Level Unlearning Method for Mitigating Threats
Kuanrong Liu
Yaning Tan
Jiawei Liang
Pengwen Dai
Xiaochun Cao
MU
AAML
313
4
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29 Sep 2024
Research on Data Right Confirmation Mechanism of Federated Learning based on Blockchain
Xiaogang Cheng
Ren Guo
FedML
242
0
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13 Sep 2024
Accurate Forgetting for All-in-One Image Restoration Model
Xin Su
Zhuoran Zheng
CLL
309
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01 Sep 2024
Neural Machine Unranking
Jingrui Hou
Axel Finke
Georgina Cosma
MU
435
2
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09 Aug 2024
Verification of Machine Unlearning is Fragile
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Binchi Zhang
Zihan Chen
Cong Shen
Wenlin Yao
AAML
347
20
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Zero-Shot Class Unlearning in CLIP with Synthetic Samples
A. Kravets
V. Namboodiri
VLM
MU
265
14
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Silver Linings in the Shadows: Harnessing Membership Inference for Machine Unlearning
Nexhi Sula
Abhinav Kumar
Jie Hou
Han Wang
R. Tourani
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380
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MU-Bench: A Multitask Multimodal Benchmark for Machine Unlearning
Jiali Cheng
Hadi Amiri
BDL
400
11
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Don't Forget Too Much: Towards Machine Unlearning on Feature Level
Heng Xu
Tianqing Zhu
Wanlei Zhou
Wei Zhao
MU
246
10
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GENIU: A Restricted Data Access Unlearning for Imbalanced Data
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Shaofei Shen
Yawen Zhao
Weitong Tony Chen
Miao Xu
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218
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A Survey on Machine Unlearning: Techniques and New Emerged Privacy Risks
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Ping Xiong
Tianqing Zhu
Philip S. Yu
272
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Tao Li
Xinwen Cheng
Zhehao Huang
Xiaolin Huang
MU
446
10
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24 May 2024
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