Browse State-of-the-Art › Machine Unlearning › Papers, page 4
Machine Unlearning
Papers archive 2025-07-28
archive papers tagged: 438 · with a code link: 173 · where Syntology ran a sample: 89 (75 with a run with no instrument failure, 14 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (89 of 438 tagged: 75 with a run with no instrument failure, 14 where every run was a failure of Syntology's instrument)
Page 4 of 5: papers 301 to 400 of 438, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Remembering Everything Makes You Vulnerable: A Limelight on Machine Unlearning for Personalized Healthcare Sector5 Jul 2024 0 repositories listed
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Silver Linings in the Shadows: Harnessing Membership Inference for Machine Unlearning1 Jul 2024 0 repositories listed
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AND: Audio Network Dissection for Interpreting Deep Acoustic Models24 Jun 2024 0 repositories listed
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Machine Unlearning with Minimal Gradient Dependence for High Unlearning Ratios24 Jun 2024 0 repositories listed
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PISTOL: Dataset Compilation Pipeline for Structural Unlearning of LLMs24 Jun 2024 0 repositories listed
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Towards Scalable Exact Machine Unlearning Using Parameter-Efficient Fine-Tuning24 Jun 2024 0 repositories listed
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On Newton's Method to Unlearn Neural Networks20 Jun 2024 0 repositories listed
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Protecting Privacy Through Approximating Optimal Parameters for Sequence Unlearning in Language Models20 Jun 2024 0 repositories listed
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GraphMU: Repairing Robustness of Graph Neural Networks via Machine Unlearning19 Jun 2024 0 repositories listed
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Mitigating Social Biases in Language Models through Unlearning19 Jun 2024 0 repositories listed
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Textual Unlearning Gives a False Sense of Unlearning19 Jun 2024 0 repositories listed
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Update Selective Parameters: Federated Machine Unlearning Based on Model Explanation18 Jun 2024 0 repositories listed
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Split, Unlearn, Merge: Leveraging Data Attributes for More Effective Unlearning in LLMs17 Jun 2024 0 repositories listed
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Recent Advances in Federated Learning Driven Large Language Models: A Survey on Architecture, Performance, and Security14 Jun 2024 0 repositories listed
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A More Practical Approach to Machine Unlearning13 Jun 2024 0 repositories listed
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Unlearning with Control: Assessing Real-world Utility for Large Language Model Unlearning13 Jun 2024 0 repositories listed
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Decoupling the Class Label and the Target Concept in Machine Unlearning12 Jun 2024 0 repositories listed
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GENIU: A Restricted Data Access Unlearning for Imbalanced Data12 Jun 2024 0 repositories listed
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Adversarial Machine Unlearning11 Jun 2024 0 repositories listed
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Label Smoothing Improves Machine Unlearning11 Jun 2024 0 repositories listed
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Machine Unlearning for Uplink Interference Cancellation10 Jun 2024 0 repositories listed
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Alignment Calibration: Machine Unlearning for Contrastive Learning under Auditing5 Jun 2024 0 repositories listed
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RKLD: Reverse KL-Divergence-based Knowledge Distillation for Unlearning Personal Information in Large Language Models4 Jun 2024 0 repositories listed
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Reconstruction Attacks on Machine Unlearning: Simple Models are Vulnerable30 May 2024 0 repositories listed
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Gone but Not Forgotten: Improved Benchmarks for Machine Unlearning29 May 2024 0 repositories listed
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An Information Theoretic Evaluation Metric For Strong Unlearning28 May 2024 0 repositories listed
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Exploring Fairness in Educational Data Mining in the Context of the Right to be Forgotten27 May 2024 0 repositories listed
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Federated Learning with Blockchain-Enhanced Machine Unlearning: A Trustworthy Approach27 May 2024 0 repositories listed
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Class Machine Unlearning for Complex Data via Concepts Inference and Data Poisoning24 May 2024 0 repositories listed
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Towards Natural Machine Unlearning24 May 2024 0 repositories listed
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Unlearning Information Bottleneck: Machine Unlearning of Systematic Patterns and Biases22 May 2024 0 repositories listed
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Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models21 May 2024 0 repositories listed
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Data Selection for Transfer Unlearning16 May 2024 0 repositories listed
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Machine Unlearning: A Comprehensive Survey13 May 2024 0 repositories listed
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Machine Unlearning in Contrastive Learning12 May 2024 0 repositories listed
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Debiasing Machine Unlearning with Counterfactual Examples24 Apr 2024 0 repositories listed
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Privacy-Preserving Debiasing using Data Augmentation and Machine Unlearning19 Apr 2024 0 repositories listed
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Towards Reliable Empirical Machine Unlearning Evaluation: A Game-Theoretic View17 Apr 2024 0 repositories listed
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Digital Forgetting in Large Language Models: A Survey of Unlearning Methods2 Apr 2024 0 repositories listed
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Efficient and Generalizable Certified Unlearning: A Hessian-free Recollection Approach2 Apr 2024 0 repositories listed
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Machine Unlearning for Traditional Models and Large Language Models: A Short Survey1 Apr 2024 0 repositories listed
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CPR: Retrieval Augmented Generation for Copyright Protection27 Mar 2024 0 repositories listed
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Partially Blinded Unlearning: Class Unlearning for Deep Networks a Bayesian Perspective24 Mar 2024 0 repositories listed
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The Frontier of Data Erasure: Machine Unlearning for Large Language Models23 Mar 2024 0 repositories listed
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∇τ: Gradient-based and Task-Agnostic machine Unlearning21 Mar 2024 0 repositories listed
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Threats, Attacks, and Defenses in Machine Unlearning: A Survey20 Mar 2024 0 repositories listed
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Towards Lifecycle Unlearning Commitment Management: Measuring Sample-level Approximate Unlearning Completeness19 Mar 2024 0 repositories listed
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Federated Knowledge Graph Unlearning via Diffusion Model13 Mar 2024 0 repositories listed
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Machine Unlearning: Taxonomy, Metrics, Applications, Challenges, and Prospects13 Mar 2024 0 repositories listed
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Second-Order Information Matters: Revisiting Machine Unlearning for Large Language Models13 Mar 2024 0 repositories listed
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Efficient Knowledge Deletion from Trained Models through Layer-wise Partial Machine Unlearning12 Mar 2024 0 repositories listed
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Towards Independence Criterion in Machine Unlearning of Features and Labels12 Mar 2024 0 repositories listed
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A Survey on Federated Unlearning: Challenges and Opportunities4 Mar 2024 0 repositories listed
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Loss-Free Machine Unlearning29 Feb 2024 0 repositories listed
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Eight Methods to Evaluate Robust Unlearning in LLMs26 Feb 2024 0 repositories listed
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Remaining-data-free Machine Unlearning by Suppressing Sample Contribution23 Feb 2024 0 repositories listed
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Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning18 Feb 2024 0 repositories listed
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Rethinking Machine Unlearning for Large Language Models13 Feb 2024 0 repositories listed
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Discriminative Adversarial Unlearning10 Feb 2024 0 repositories listed
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Selective Forgetting: Advancing Machine Unlearning Techniques and Evaluation in Language Models8 Feb 2024 0 repositories listed
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Example-based Explanations for Random Forests using Machine Unlearning7 Feb 2024 0 repositories listed
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ViT-MUL: A Baseline Study on Recent Machine Unlearning Methods Applied to Vision Transformers7 Feb 2024 0 repositories listed
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Separable Multi-Concept Erasure from Diffusion Models3 Feb 2024 0 repositories listed
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Unlearnable Algorithms for In-context Learning1 Feb 2024 0 repositories listed
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Contrastive Unlearning: A Contrastive Approach to Machine Unlearning19 Jan 2024 0 repositories listed
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Attack and Reset for Unlearning: Exploiting Adversarial Noise toward Machine Unlearning through Parameter Re-initialization17 Jan 2024 0 repositories listed
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Federated Unlearning for Human Activity Recognition17 Jan 2024 0 repositories listed
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Machine Unlearning for Recommendation Systems: An Insight17 Jan 2024 0 repositories listed
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Machine unlearning through fine-grained model parameters perturbation9 Jan 2024 0 repositories listed
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eCIL-MU: Embedding based Class Incremental Learning and Machine Unlearning4 Jan 2024 0 repositories listed
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Layer Attack Unlearning: Fast and Accurate Machine Unlearning via Layer Level Attack and Knowledge Distillation28 Dec 2023 0 repositories listed
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Fast-NTK: Parameter-Efficient Unlearning for Large-Scale Models22 Dec 2023 0 repositories listed
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Certified Minimax Unlearning with Generalization Rates and Deletion Capacity16 Dec 2023 0 repositories listed
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Privacy and Copyright Protection in Generative AI: A Lifecycle Perspective30 Nov 2023 0 repositories listed
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Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges27 Nov 2023 0 repositories listed
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SecureCut: Federated Gradient Boosting Decision Trees with Efficient Machine Unlearning22 Nov 2023 0 repositories listed
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CovarNav: Machine Unlearning via Model Inversion and Covariance Navigation21 Nov 2023 0 repositories listed
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DeepClean: Machine Unlearning on the Cheap by Resetting Privacy Sensitive Weights using the Fisher Diagonal17 Nov 2023 0 repositories listed
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ERASER: Machine Unlearning in MLaaS via an Inference Serving-Aware Approach3 Nov 2023 0 repositories listed
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Open Knowledge Base Canonicalization with Multi-task Unlearning25 Oct 2023 0 repositories listed
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Fast Model Debias with Machine Unlearning19 Oct 2023 0 repositories listed
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Unlearning with Fisher Masking9 Oct 2023 0 repositories listed
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Adapt then Unlearn: Exploiting Parameter Space Semantics for Unlearning in Generative Adversarial Networks25 Sep 2023 0 repositories listed
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FRAMU: Attention-based Machine Unlearning using Federated Reinforcement Learning19 Sep 2023 0 repositories listed
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Exploiting Machine Unlearning for Backdoor Attacks in Deep Learning System12 Sep 2023 0 repositories listed
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Tight Bounds for Machine Unlearning via Differential Privacy2 Sep 2023 0 repositories listed
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Machine Unlearning Methodology base on Stochastic Teacher Network28 Aug 2023 0 repositories listed
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Heterogeneous Decentralized Machine Unlearning with Seed Model Distillation25 Aug 2023 0 repositories listed
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Machine Unlearning for Causal Inference24 Aug 2023 0 repositories listed
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Generative Adversarial Networks Unlearning19 Aug 2023 0 repositories listed
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From Adaptive Query Release to Machine Unlearning20 Jul 2023 0 repositories listed
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Gradient Surgery for One-shot Unlearning on Generative Model10 Jul 2023 0 repositories listed
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Right to be Forgotten in the Era of Large Language Models: Implications, Challenges, and Solutions8 Jul 2023 0 repositories listed
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Federated Unlearning via Active Forgetting7 Jul 2023 0 repositories listed
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Machine Unlearning: A Survey6 Jun 2023 0 repositories listed
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Machine Unlearning: its nature, scope, and importance for a "delete culture"24 May 2023 0 repositories listed
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Random Relabeling for Efficient Machine Unlearning21 May 2023 0 repositories listed
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Learn to Unlearn: A Survey on Machine Unlearning12 May 2023 0 repositories listed
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Exploring the Landscape of Machine Unlearning: A Comprehensive Survey and Taxonomy10 May 2023 0 repositories listed
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SAFE: Machine Unlearning With Shard Graphs25 Apr 2023 0 repositories listed