cleverhans-lab / machine-unlearningLinks
☆198Updated 2 years ago
Alternatives and similar repositories for machine-unlearning
Users that are interested in machine-unlearning are comparing it to the libraries listed below
Sorting:
- ☆370Updated last month
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆50Updated 3 years ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆71Updated last year
- Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models☆132Updated last year
- Code for ML Doctor☆92Updated last year
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆48Updated 3 years ago
- Fast, memory-efficient, scalable optimization of deep learning with differential privacy☆139Updated 2 weeks ago
- Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.☆66Updated last year
- Code for the paper: Label-Only Membership Inference Attacks☆68Updated 4 years ago
- This repo implements several algorithms for learning with differential privacy.☆110Updated 3 years ago
- ☆45Updated 6 years ago
- The code for "Improved Deep Leakage from Gradients" (iDLG).☆165Updated 4 years ago
- Methods for removing learned data from neural nets and evaluation of those methods☆38Updated 5 years ago
- ☆73Updated 3 years ago
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆215Updated 8 months ago
- ☆55Updated 2 years ago
- 🔒 Implementation of Shokri et al(2016) "Membership Inference Attacks against Machine Learning Models"☆35Updated 3 years ago
- Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)☆199Updated 8 years ago
- Implementation of the paper : "Membership Inference Attacks Against Machine Learning Models", Shokri et al.☆60Updated 6 years ago
- Breaching privacy in federated learning scenarios for vision and text☆312Updated 2 weeks ago
- This repository contains Python code for the paper "Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearni…☆19Updated last year
- Code for the paper "ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models"☆85Updated 4 years ago
- ☆51Updated last year
- ☆51Updated 4 years ago
- Certified Removal from Machine Learning Models☆69Updated 4 years ago
- ☆78Updated 3 years ago
- ☆151Updated last year
- Code to reproduce experiments in "Antipodes of Label Differential Privacy PATE and ALIBI"☆32Updated 3 years ago
- A library for running membership inference attacks against ML models☆152Updated 3 years ago
- Membership Inference Attacks and Defenses in Neural Network Pruning☆28Updated 3 years ago