wuyinjun-1993 / DeltaGrad
☆29Updated 3 years ago
Alternatives and similar repositories for DeltaGrad:
Users that are interested in DeltaGrad are comparing it to the libraries listed below
- Code for Auditing DPSGD☆37Updated 3 years ago
- ☆31Updated 7 months ago
- ☆27Updated 2 years ago
- Code for "Differential Privacy Has Disparate Impact on Model Accuracy" NeurIPS'19☆34Updated 3 years ago
- ☆45Updated 5 years ago
- Code for the CSF 2018 paper "Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting"☆38Updated 6 years ago
- ☆22Updated 3 years ago
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆47Updated 2 years ago
- Code for Auditing Data Provenance in Text-Generation Models (in KDD 2019)☆9Updated 5 years ago
- Certified Removal from Machine Learning Models☆65Updated 3 years ago
- ☆19Updated 2 years ago
- [Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping☆10Updated 5 years ago
- Pytorch implementation of backdoor unlearning.☆17Updated 2 years ago
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆49Updated 2 years ago
- ☆10Updated 2 years ago
- ☆25Updated 2 years ago
- code release for "Unrolling SGD: Understanding Factors Influencing Machine Unlearning" published at EuroS&P'22☆22Updated 3 years ago
- ☆23Updated 2 years ago
- Private Adaptive Optimization with Side Information (ICML '22)☆16Updated 2 years ago
- ☆15Updated last year
- ☆10Updated 4 years ago
- Likelihood Ratio Attack (LiRA) in PyTorch☆14Updated last month
- Simplicial-FL to manage client device heterogeneity in Federated Learning☆22Updated last year
- Membership Inference Attacks and Defenses in Neural Network Pruning☆28Updated 2 years ago
- [CCS 2021] "DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation" by Boxin Wang*, Fan Wu*, Yunhui Long…☆37Updated 3 years ago
- ☆26Updated 6 years ago
- ☆24Updated 3 years ago
- ☆22Updated 2 years ago
- Example of the attack described in the paper "Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization"☆21Updated 5 years ago
- Public implementation of ICML'19 paper "White-box vs Black-box: Bayes Optimal Strategies for Membership Inference"☆16Updated 4 years ago