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Mixed-Privacy Forgetting in Deep Networks
v1v2 (latest)

Mixed-Privacy Forgetting in Deep Networks

Computer Vision and Pattern Recognition (CVPR), 2020
24 December 2020
Aditya Golatkar
Alessandro Achille
Avinash Ravichandran
M. Polito
Stefano Soatto
    CLLMU
ArXiv (abs)PDFHTML

Papers citing "Mixed-Privacy Forgetting in Deep Networks"

50 / 129 papers shown
Synthetic Forgetting without Access: A Few-shot Zero-glance Framework for Machine Unlearning
Synthetic Forgetting without Access: A Few-shot Zero-glance Framework for Machine Unlearning
Qipeng Song
Nan Yang
Ziqi Xu
Yue Li
Wei Shao
Feng Xia
MU
225
1
0
17 Nov 2025
Beyond Uniform Deletion: A Data Value-Weighted Framework for Certified Machine Unlearning
Beyond Uniform Deletion: A Data Value-Weighted Framework for Certified Machine Unlearning
Lisong He
Yi Yang
Xiangyu Chang
MU
425
0
0
10 Nov 2025
Improving Unlearning with Model Updates Probably Aligned with Gradients
Improving Unlearning with Model Updates Probably Aligned with Gradients
Virgile Dine
Teddy Furon
Charly Faure
MU
273
0
0
04 Nov 2025
On the limitation of evaluating machine unlearning using only a single training seed
On the limitation of evaluating machine unlearning using only a single training seed
Jamie Lanyon
Axel Finke
Petros Andreou
Georgina Cosma
MU
557
0
0
30 Oct 2025
A Functional Perspective on Knowledge Distillation in Neural Networks
A Functional Perspective on Knowledge Distillation in Neural Networks
Israel Mason-Williams
Gabryel Mason-Williams
Helen Yannakoudakis
200
0
0
14 Oct 2025
Approximate Domain Unlearning for Vision-Language Models
Approximate Domain Unlearning for Vision-Language Models
Kodai Kawamura
Yuta Goto
Rintaro Yanagi
Hirokatsu Kataoka
Go Irie
MUVLM
249
1
0
09 Oct 2025
OFMU: Optimization-Driven Framework for Machine Unlearning
OFMU: Optimization-Driven Framework for Machine Unlearning
Sadia Asif
Mohammad Mohammadi Amiri
MU
207
0
0
26 Sep 2025
CURE: Centroid-guided Unsupervised Representation Erasure for Facial Recognition Systems
CURE: Centroid-guided Unsupervised Representation Erasure for Facial Recognition Systems
Fnu Shivam
Nima Najafzadeh
Yenumula Reddy
P. Gyawali
MU
156
0
0
23 Sep 2025
Towards Source-Free Machine Unlearning
Towards Source-Free Machine UnlearningComputer 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
IMU: Influence-guided Machine Unlearning
IMU: Influence-guided Machine Unlearning
Xindi Fan
Jing Wu
M. Zhou
Pengwei Liang
Dinh Phung
Dinh Phung
MU
263
1
0
03 Aug 2025
Rectifying Privacy and Efficacy Measurements in Machine Unlearning: A New Inference Attack Perspective
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
342
3
0
16 Jun 2025
Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets
Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets
Yangrui Zhu
Junhua Bao
Yipan Wei
Yapeng Li
Bo Du
253
1
0
11 Jun 2025
Certified Unlearning for Neural Networks
Certified Unlearning for Neural Networks
Anastasia Koloskova
Youssef Allouah
Animesh Jha
R. Guerraoui
Sanmi Koyejo
MU
319
14
0
08 Jun 2025
A Certified Unlearning Approach without Access to Source Data
A Certified Unlearning Approach without Access to Source Data
Umit Yigit Basaran
Sk. Miraj Ahmed
Amit K. Roy-Chowdhury
Başak Güler
MU
274
6
0
06 Jun 2025
Towards Lifecycle Unlearning Commitment Management: Measuring Sample-level Unlearning Completeness
Towards Lifecycle Unlearning Commitment Management: Measuring Sample-level Unlearning Completeness
Cheng-Long Wang
Qi Li
Zihang Xiang
Yinzhi Cao
Di Wang
MU
226
7
0
06 Jun 2025
SEPS: A Separability Measure for Robust Unlearning in LLMs
SEPS: A Separability Measure for Robust Unlearning in LLMs
Wonje Jeung
Sangyeon Yoon
Albert No
MUVLM
561
2
0
20 May 2025
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning
MUBox: A Critical Evaluation Framework of Deep Machine UnlearningACM Symposium on Access Control Models and Technologies (SACMAT), 2025
Xiang Li
Bhavani Thuraisingham
Wenqi Wei
MUAILawELM
296
5
0
13 May 2025
WaterDrum: Watermarking for Data-centric Unlearning Metric
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
388
4
0
08 May 2025
ESC: Erasing Space Concept for Knowledge Deletion
ESC: Erasing Space Concept for Knowledge DeletionComputer Vision and Pattern Recognition (CVPR), 2025
Tae-Young Lee
Sundong Park
M. Jeon
Hyoseok Hwang
Gyeong-Moon Park
KELMMU
323
4
0
03 Apr 2025
SUV: Scalable Large Language Model Copyright Compliance with Regularized Selective Unlearning
SUV: Scalable Large Language Model Copyright Compliance with Regularized Selective Unlearning
Tianyang Xu
Xiaoze Liu
Feijie Wu
Xiaoqian Wang
Jing Gao
MU
608
5
0
29 Mar 2025
How Secure is Forgetting? Linking Machine Unlearning to Machine Learning Attacks
How Secure is Forgetting? Linking Machine Unlearning to Machine Learning Attacks
R. Agarwal
S. Nicolazzo
Antonino Nocera
Vinod Puthuvath
AAMLMU
428
4
0
26 Mar 2025
Deep Contrastive Unlearning for Language Models
Deep Contrastive Unlearning for Language Models
Estrid He
Tabinda Sarwar
Ibrahim Khalil
X. Yi
Ke Wang
MU
399
3
0
19 Mar 2025
Are We Truly Forgetting? A Critical Re-examination of Machine Unlearning Evaluation Protocols
Are We Truly Forgetting? A Critical Re-examination of Machine Unlearning Evaluation Protocols
Yongwoo Kim
Sungmin Cha
Donghyun Kim
MUELM
422
9
0
10 Mar 2025
Go Beyond Your Means: Unlearning with Per-Sample Gradient Orthogonalization
Go Beyond Your Means: Unlearning with Per-Sample Gradient Orthogonalization
Aviv Shamsian
E. Shaar
Aviv Navon
Gal Chechik
Ethan Fetaya
MU
355
3
0
04 Mar 2025
Data Attribution for Text-to-Image Models by Unlearning Synthesized Images
Data Attribution for Text-to-Image Models by Unlearning Synthesized ImagesNeural Information Processing Systems (NeurIPS), 2024
Sheng-Yu Wang
Aaron Hertzmann
Alexei A. Efros
Jun-Yan Zhu
Richard Zhang
TDI
493
21
0
21 Feb 2025
Mechanistic Unveiling of Transformer Circuits: Self-Influence as a Key to Model Reasoning
Mechanistic Unveiling of Transformer Circuits: Self-Influence as a Key to Model ReasoningNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025
Guang Dai
Lijie Hu
Di Wang
LRM
453
12
0
17 Feb 2025
Forget Vectors at Play: Universal Input Perturbations Driving Machine Unlearning in Image Classification
Forget Vectors at Play: Universal Input Perturbations Driving Machine Unlearning in Image Classification
Changchang Sun
Ren Wang
Yihua Zhang
Jinghan Jia
Jiancheng Liu
Gaowen Liu
Sijia Liu
Yan Yan
AAMLMU
645
3
0
21 Dec 2024
Copyright-Protected Language Generation via Adaptive Model Fusion
Copyright-Protected Language Generation via Adaptive Model FusionInternational Conference on Learning Representations (ICLR), 2024
Javier Abad
Konstantin Donhauser
Francesco Pinto
Fanny Yang
375
5
0
09 Dec 2024
MUNBa: Machine Unlearning via Nash Bargaining
MUNBa: Machine Unlearning via Nash Bargaining
Jing Wu
Mehrtash Harandi
MU
846
12
0
23 Nov 2024
Verifying Machine Unlearning with Explainable AI
Verifying Machine Unlearning with Explainable AIInternational Conference on Pattern Recognition (ICPR), 2024
Àlex Pujol Vidal
A. S. Johansen
M. N. Jahromi
Sergio Escalera
Kamal Nasrollahi
T. Moeslund
MU
249
6
0
20 Nov 2024
A Review on Machine UnlearningSN Computer Science (SCS), 2023
Haibo Zhang
Toru Nakamura
Takamasa Isohara
Kouichi Sakurai
AILawPILMMU
435
86
0
18 Nov 2024
Dissecting Representation Misalignment in Contrastive Learning via Influence Function
Lijie Hu
Chenyang Ren
Huanyi Xie
Khouloud Saadi
Shu Yang
Jing Zhang
Di Wang
Di Wang
304
0
0
18 Nov 2024
Game-Theoretic Machine Unlearning: Mitigating Extra Privacy Leakage
Game-Theoretic Machine Unlearning: Mitigating Extra Privacy LeakageIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024
Hengzhu Liu
Tianqing Zhu
Lefeng Zhang
Ping Xiong
MU
476
0
0
06 Nov 2024
Black-Box Forgetting
Black-Box ForgettingNeural Information Processing Systems (NeurIPS), 2024
Yusuke Kuwana
Yuta Goto
Takashi Shibata
Go Irie
CLLMUVLM
184
3
0
01 Nov 2024
Machine Unlearning using Forgetting Neural Networks
Machine Unlearning using Forgetting Neural Networks
Amartya Hatua
Trung T. Nguyen
Filip Cano
Andrew H. Sung
MU
478
4
0
29 Oct 2024
Evaluating of Machine Unlearning: Robustness Verification Without Prior
  Modifications
Evaluating of Machine Unlearning: Robustness Verification Without Prior Modifications
Heng Xu
Tianqing Zhu
Wanlei Zhou
MUAAML
366
2
0
14 Oct 2024
Towards Privacy-Guaranteed Label Unlearning in Vertical Federated Learning: Few-Shot Forgetting without Disclosure
Towards Privacy-Guaranteed Label Unlearning in Vertical Federated Learning: Few-Shot Forgetting without Disclosure
Hanlin Gu
Hong Xi Tae
Chee Seng Chan
Lixin Fan
MUFedML
396
3
0
14 Oct 2024
MUSO: Achieving Exact Machine Unlearning in Over-Parameterized Regimes
MUSO: Achieving Exact Machine Unlearning in Over-Parameterized RegimesMachine-mediated learning (ML), 2024
Ruikai Yang
Mingzhen He
Zhengbao He
Youmei Qiu
Xiaolin Huang
MUBDL
420
3
0
11 Oct 2024
Deep Unlearn: Benchmarking Machine Unlearning for Image Classification
Deep Unlearn: Benchmarking Machine Unlearning for Image ClassificationEuropean Symposium on Security and Privacy (EuroS&P), 2024
Xavier F. Cadet
Anastasia Borovykh
Mohammad Malekzadeh
S. Ahmadi-Abhari
Hamed Haddadi
BDLMU
298
3
0
02 Oct 2024
Learning to Obstruct Few-Shot Image Classification over Restricted
  Classes
Learning to Obstruct Few-Shot Image Classification over Restricted ClassesEuropean Conference on Computer Vision (ECCV), 2024
Amber Yijia Zheng
Chiao-An Yang
Raymond A. Yeh
364
5
0
28 Sep 2024
Accurate Forgetting for All-in-One Image Restoration Model
Accurate Forgetting for All-in-One Image Restoration Model
Xin Su
Zhuoran Zheng
CLL
307
1
0
01 Sep 2024
A Unified Framework for Continual Learning and Machine Unlearning
A Unified Framework for Continual Learning and Machine Unlearning
Romit Chatterjee
Vikram S Chundawat
Ayush K Tarun
Ankur Mali
Murari Mandal
CLLMU
382
1
0
21 Aug 2024
Towards Aligned Data Removal via Twin Machine Unlearning
Towards Aligned Data Removal via Twin Machine Unlearning
Zheng Lin
Zheng Lin
Yuyao Sun
Rong Jin
Yuhang Wang
Haichang Gao
Zhenxing Niu
MU
279
0
0
21 Aug 2024
Verification of Machine Unlearning is Fragile
Verification of Machine Unlearning is FragileInternational Conference on Machine Learning (ICML), 2024
Binchi Zhang
Zihan Chen
Cong Shen
Wenlin Yao
AAML
346
20
0
01 Aug 2024
Towards Certified Unlearning for Deep Neural Networks
Towards Certified Unlearning for Deep Neural NetworksInternational Conference on Machine Learning (ICML), 2024
Binchi Zhang
Yushun Dong
Tianhao Wang
Wenlin Yao
MU
533
29
0
01 Aug 2024
Strong Copyright Protection for Language Models via Adaptive Model
  Fusion
Strong Copyright Protection for Language Models via Adaptive Model Fusion
Javier Abad
Konstantin Donhauser
Francesco Pinto
Fanny Yang
408
5
0
29 Jul 2024
Learning to Unlearn for Robust Machine Unlearning
Learning to Unlearn for Robust Machine Unlearning
Mark He Huang
Lin Geng Foo
Jun Liu
MU
265
22
0
15 Jul 2024
On Newton's Method to Unlearn Neural Networks
On Newton's Method to Unlearn Neural Networks
Nhung Bui
Xinyang Lu
Rachael Hwee Ling Sim
See-Kiong Ng
Bryan Kian Hsiang Low
MU
341
5
0
20 Jun 2024
Towards Efficient Target-Level Machine Unlearning Based on Essential
  Graph
Towards Efficient Target-Level Machine Unlearning Based on Essential Graph
Heng Xu
Tianqing Zhu
Lefeng Zhang
Wanlei Zhou
Wei Zhao
MU
274
2
0
16 Jun 2024
Really Unlearned? Verifying Machine Unlearning via Influential Sample
  Pairs
Really Unlearned? Verifying Machine Unlearning via Influential Sample Pairs
Heng Xu
Tianqing Zhu
Lefeng Zhang
Wanlei Zhou
MUAAML
296
8
0
16 Jun 2024
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