liuyugeng / ML-DoctorLinks
Code for ML Doctor
☆90Updated last year
Alternatives and similar repositories for ML-Doctor
Users that are interested in ML-Doctor are comparing it to the libraries listed below
Sorting:
- Code for the paper: Label-Only Membership Inference Attacks☆66Updated 4 years ago
- Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models☆127Updated last year
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆49Updated 3 years ago
- Code for the paper "ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models"☆84Updated 3 years ago
- ☆45Updated 5 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆51Updated 3 years ago
- ☆21Updated 3 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆84Updated 2 years ago
- ☆66Updated 5 years ago
- [ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning☆61Updated 9 months ago
- ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341☆74Updated 2 years ago
- ☆32Updated last year
- ☆19Updated last year
- ☆70Updated 3 years ago
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆48Updated 3 years ago
- Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)☆197Updated 7 years ago
- Code for Exploiting Unintended Feature Leakage in Collaborative Learning (in Oakland 2019)☆54Updated 6 years ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆71Updated last year
- Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.☆64Updated last year
- Code for Backdoor Attacks Against Dataset Distillation☆35Updated 2 years ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 3 months ago
- Code release for DeepJudge (S&P'22)☆51Updated 2 years ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆48Updated 6 years ago
- ☆50Updated 4 years ago
- verifying machine unlearning by backdooring☆20Updated 2 years ago
- Privacy attacks on Split Learning☆42Updated 3 years ago
- ☆48Updated 4 years ago
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆72Updated last year
- The code for our Updates-Leak paper☆17Updated 5 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆130Updated last year