AdityaGolatkar / SelectiveForgetting
☆56Updated 4 years ago
Alternatives and similar repositories for SelectiveForgetting:
Users that are interested in SelectiveForgetting are comparing it to the libraries listed below
- ☆43Updated 5 months ago
- [NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gao…☆67Updated 10 months ago
- ☆11Updated last year
- Certified Removal from Machine Learning Models☆63Updated 3 years ago
- ☆23Updated 3 years ago
- Methods for removing learned data from neural nets and evaluation of those methods☆34Updated 4 years ago
- code release for "Unrolling SGD: Understanding Factors Influencing Machine Unlearning" published at EuroS&P'22☆22Updated 2 years ago
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆48Updated 2 years ago
- [ECCV24] "Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, …☆19Updated 3 months ago
- [ICML 2023] Are Diffusion Models Vulnerable to Membership Inference Attacks?☆32Updated 4 months ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆68Updated 11 months ago
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆47Updated 2 years ago
- The source code for ICML2021 paper When Does Data Augmentation Help With Membership Inference Attacks?☆8Updated 3 years ago
- ☆32Updated last year
- Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)☆25Updated 2 months ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆57Updated last year
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆54Updated 2 years ago
- ☆19Updated 4 months ago
- Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems☆54Updated last week
- Reconstructive Neuron Pruning for Backdoor Defense (ICML 2023)☆34Updated last year
- Code for the paper: Label-Only Membership Inference Attacks☆64Updated 3 years ago
- ☆22Updated last year
- ☆31Updated 4 months ago
- Anti-Backdoor learning (NeurIPS 2021)☆81Updated last year
- [Deep Unlearning-PyTorch] Class Forgetting as in paper "Deep Unlearning: Fast and Efficient Training-free Approach to Controlled Forgetti…☆14Updated 6 months ago
- Camouflage poisoning via machine unlearning☆16Updated 2 years ago
- ☆48Updated 3 years ago
- ☆14Updated 3 years ago
- Membership Inference Attacks and Defenses in Neural Network Pruning☆28Updated 2 years ago
- Code for Backdoor Attacks Against Dataset Distillation☆32Updated last year