vikram2000b / Fast-Machine-Unlearning
☆31Updated 3 years ago
Alternatives and similar repositories for Fast-Machine-Unlearning
Users that are interested in Fast-Machine-Unlearning are comparing it to the libraries listed below
Sorting:
- ☆44Updated 9 months ago
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆49Updated 2 years ago
- Official repo of the paper Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher accepted in AAAI …☆37Updated last year
- Official repo of the paper Zero-Shot Machine Unlearning accepted in IEEE Transactions on Information Forensics and Security☆40Updated last year
- [NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gao…☆67Updated last year
- ☆56Updated 4 years ago
- Methods for removing learned data from neural nets and evaluation of those methods☆37Updated 4 years ago
- Camouflage poisoning via machine unlearning☆17Updated 2 years ago
- code release for "Unrolling SGD: Understanding Factors Influencing Machine Unlearning" published at EuroS&P'22☆22Updated 3 years ago
- ☆11Updated last year
- Likelihood Ratio Attack (LiRA) in PyTorch☆15Updated 2 months ago
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆47Updated 2 years ago
- Membership Inference Attacks and Defenses in Neural Network Pruning☆28Updated 2 years ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆69Updated last year
- Certified Removal from Machine Learning Models☆65Updated 3 years ago
- Code for AAAI 2021 Paper "Membership Privacy for Machine Learning Models Through Knowledge Transfer"☆11Updated 4 years ago
- ☆14Updated last year
- Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)☆26Updated 5 months ago
- ☆12Updated last year
- 🔒 Implementation of Shokri et al(2016) "Membership Inference Attacks against Machine Learning Models"☆35Updated 2 years ago
- Pytorch implementation of backdoor unlearning.☆18Updated 2 years ago
- Adversarial attacks and defenses against federated learning.☆17Updated last year
- Code for the paper: Label-Only Membership Inference Attacks☆65Updated 3 years ago
- Code for Backdoor Attacks Against Dataset Distillation☆34Updated 2 years ago
- ☆19Updated 2 years ago
- Repo on unlearning in FL. FYP22002@HKUCS.☆11Updated 2 years ago
- [ICLR2023] Distilling Cognitive Backdoor Patterns within an Image☆35Updated 6 months ago
- [ICML 2023] Are Diffusion Models Vulnerable to Membership Inference Attacks?☆34Updated 8 months ago
- Reconstructive Neuron Pruning for Backdoor Defense (ICML 2023)☆36Updated last year
- ☆21Updated 3 years ago