Jiachen-T-Wang / data-banzhafLinks
Data Banzhaf: A Robust Data Valuation Framework for Machine Learning (AISTATS 2023 Oral)
☆17Updated last year
Alternatives and similar repositories for data-banzhaf
Users that are interested in data-banzhaf are comparing it to the libraries listed below
Sorting:
- Private Adaptive Optimization with Side Information (ICML '22)☆16Updated 3 years ago
- ☆44Updated 10 months ago
- Likelihood Ratio Attack (LiRA) in PyTorch☆15Updated 3 months ago
- ☆22Updated 2 years ago
- Methods for removing learned data from neural nets and evaluation of those methods☆36Updated 4 years ago
- ☆13Updated 2 years ago
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆50Updated 2 years ago
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆48Updated 3 years ago
- ☆25Updated 3 years ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆70Updated last year
- [ECCV24] "Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, …☆21Updated 3 weeks ago
- ☆31Updated 9 months ago
- Code for Auditing DPSGD☆37Updated 3 years ago
- [USENIX Security 2022] Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture☆16Updated 2 years ago
- ☆15Updated 2 years ago
- ☆19Updated 2 years ago
- Private Evolution: Generating DP Synthetic Data without Training [ICLR 2024, ICML 2024 Spotlight]☆97Updated 3 weeks ago
- A fast algorithm to optimally compose privacy guarantees of differentially private (DP) mechanisms to arbitrary accuracy.☆73Updated last year
- ☆19Updated 9 months ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆58Updated 2 years ago
- ☆29Updated last year
- [NeurIPS 2023] Differentially Private Image Classification by Learning Priors from Random Processes☆12Updated 2 years ago
- Reconstructive Neuron Pruning for Backdoor Defense (ICML 2023)☆38Updated last year
- [CCS 2021] "DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation" by Boxin Wang*, Fan Wu*, Yunhui Long…☆38Updated 3 years ago
- Certified Removal from Machine Learning Models☆66Updated 3 years ago
- ☆20Updated 3 years ago
- ☆55Updated 2 years ago
- DPImageBench is an open-source toolkit developed to facilitate the research and application of DP image synthesis.☆21Updated 2 weeks ago
- Simplicial-FL to manage client device heterogeneity in Federated Learning☆22Updated last year
- ☆10Updated 3 years ago