ndb796 / MachineUnlearningLinks
Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems
☆61Updated 2 months ago
Alternatives and similar repositories for MachineUnlearning
Users that are interested in MachineUnlearning are comparing it to the libraries listed below
Sorting:
- [NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gao…☆76Updated last year
- [ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation…☆128Updated 2 months ago
- [ICML 2023] Are Diffusion Models Vulnerable to Membership Inference Attacks?☆39Updated 11 months ago
- ☆20Updated last year
- ☆44Updated 3 years ago
- ☆46Updated 11 months ago
- ☆13Updated 2 years ago
- ☆57Updated 5 years ago
- Consistency Regularization for Adversarial Robustness (AAAI 2022)☆53Updated 3 years ago
- ☆60Updated 2 years ago
- Official implementation of NeurIPS'24 paper "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Model…☆45Updated 9 months ago
- Official code for "TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization", CVPR 2023☆13Updated 2 years ago
- Code for CVPR22 paper "Deep Unlearning via Randomized Conditionally Independent Hessians"☆25Updated 3 years ago
- [ECCV24] "Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, …☆22Updated 2 months ago
- ☆58Updated 2 years ago
- Official repo to reproduce the paper "How to Backdoor Diffusion Models?" published at CVPR 2023☆92Updated 3 months ago
- Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)☆26Updated 8 months ago
- ☆33Updated last year
- [MM '24] EvilEdit: Backdooring Text-to-Image Diffusion Models in One Second☆22Updated 8 months ago
- CVPR2022☆27Updated last year
- ☆31Updated 2 years ago
- Official repo for An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization☆15Updated last year
- The official implementation of ECCV'24 paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Uns…☆80Updated 5 months ago
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆50Updated 2 years ago
- Camouflage poisoning via machine unlearning☆17Updated last month
- [AAAI, ICLR TP] Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening☆54Updated 10 months ago
- Methods for removing learned data from neural nets and evaluation of those methods☆36Updated 4 years ago
- Knowledge distillation (KD) from a decision-based black-box (DB3) teacher without training data.☆21Updated 3 years ago
- ☆20Updated last year
- ☆14Updated 4 months ago