[ECCV24] "Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, Sijia Liu
☆25May 27, 2025Updated 9 months ago
Alternatives and similar repositories for Unlearn-WorstCase
Users that are interested in Unlearn-WorstCase are comparing it to the libraries listed below
Sorting:
- [NeurIPS24] "What makes unlearning hard and what to do about it" [NeurIPS24] "Scalability of memorization-based machine unlearning"☆21May 24, 2025Updated 9 months ago
- [NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gao…☆84Feb 28, 2026Updated 3 weeks ago
- [NeurIPS25] Official repo for "Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning"☆43Oct 3, 2025Updated 5 months ago
- [SatML 2024] Shake to Leak: Fine-tuning Diffusion Models Can Amplify the Generative Privacy Risk☆15Mar 15, 2025Updated last year
- ☆32Aug 9, 2024Updated last year
- Official repo for NeurIPS'24 paper "WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models"☆19Dec 16, 2024Updated last year
- [ICLR 2025] "Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond"☆17Feb 27, 2025Updated last year
- [AAAI, ICLR TP] Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening☆56Sep 11, 2024Updated last year
- RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024☆91Sep 30, 2024Updated last year
- [EMNLP 2025 Main] ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"☆39Aug 20, 2025Updated 7 months ago
- [NeurIPS D&B '25] The one-stop repository for LLM unlearning☆505Updated this week
- ☆187Nov 17, 2025Updated 4 months ago
- "Predict, then Interpolate: A Simple Algorithm to Learn Stable Classifiers" ICML 2021☆17Jun 1, 2021Updated 4 years ago
- ☆14Feb 24, 2020Updated 6 years ago
- ☆27Oct 16, 2022Updated 3 years ago
- [ICML 2025] Unlearning in Diffusion Models using Sparse Autoencoders☆54Oct 16, 2025Updated 5 months ago
- Code for LLM_Catastrophic_Forgetting via SAM.☆11Jun 7, 2024Updated last year
- Implementation of PatchSAE as presented in "Sparse autoencoders reveal selective remapping of visual concepts during adaptation"☆30Oct 31, 2025Updated 4 months ago
- [NeurIPS 2023] Adaptive Test-Time Personalization for Federated Learning. Wenxuan Bao, Tianxin Wei, Haohan Wang, Jingrui He.☆25Dec 25, 2023Updated 2 years ago
- [ICLR'26 Oral] RedTeamCUA: Realistic Adversarial Testing of Computer-Use Agents in Hybrid Web-OS Environments☆41Feb 9, 2026Updated last month
- Out-of-distribution generalization benchmarks for image recognition models☆14Apr 5, 2020Updated 5 years ago
- Official implementation of "Graph Unlearning" (ACM CCS 2022)☆53Jul 24, 2025Updated 7 months ago
- FSE 2023 RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair☆14Oct 23, 2024Updated last year
- Implementation of paper 'Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference' [NeurIPS'24…☆26Jun 14, 2024Updated last year
- ☆19Jun 21, 2025Updated 9 months ago
- Official Code of Learning to Unlearn: Instance-Wise Unlearning for Pre-trained Classifiers (AAAI 2024)☆19Oct 27, 2024Updated last year
- Test-Time Label-Shift Adaptation☆13May 24, 2023Updated 2 years ago
- ☆11Jan 17, 2021Updated 5 years ago
- Code for GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts☆16Dec 28, 2024Updated last year
- Official codes for COLING 2024 paper "Robust and Scalable Model Editing for Large Language Models": https://arxiv.org/abs/2403.17431v1☆14Mar 27, 2024Updated last year
- [ICML 2025] Official PyTorch implementation of "NegMerge: Sign-Consensual Weight Merging for Machine Unlearning"☆15Nov 25, 2025Updated 3 months ago
- AAAI2025☆11Apr 18, 2025Updated 11 months ago
- ☆10Oct 29, 2020Updated 5 years ago
- [NeurIPS25] RULE: Reinforcement UnLEarning Achieves Forge-retain Pareto Optimality☆20Oct 22, 2025Updated 5 months ago
- ☆11Nov 1, 2023Updated 2 years ago
- ☆22Dec 17, 2025Updated 3 months ago
- Certified Removal from Machine Learning Models☆69Aug 23, 2021Updated 4 years ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆71Feb 13, 2024Updated 2 years ago
- ☆20Feb 17, 2020Updated 6 years ago