inspire-group / unlearning-verificationLinks
verifying machine unlearning by backdooring
☆20Updated 2 years ago
Alternatives and similar repositories for unlearning-verification
Users that are interested in unlearning-verification are comparing it to the libraries listed below
Sorting:
- Code for the paper: Label-Only Membership Inference Attacks☆67Updated 4 years ago
- ☆32Updated last year
- KNN Defense Against Clean Label Poisoning Attacks☆13Updated 4 years ago
- RAB: Provable Robustness Against Backdoor Attacks☆39Updated 2 years ago
- ☆11Updated 5 years ago
- ☆21Updated last year
- Code for ML Doctor☆92Updated last year
- ☆70Updated 3 years ago
- ☆46Updated 6 years ago
- [NDSS 2025] CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling☆15Updated 11 months ago
- ☆26Updated 4 years ago
- How Robust are Randomized Smoothing based Defenses to Data Poisoning? (CVPR 2021)☆14Updated 4 years ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆60Updated 2 years ago
- [Preprint] Backdoor Attacks on Federated Learning with Lottery Ticket Hypothesis☆10Updated 4 years ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆32Updated 3 years ago
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆50Updated 3 years ago
- ☆55Updated 2 years ago
- ☆19Updated 2 years ago
- [ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning☆60Updated last year
- Code for "On the Trade-off between Adversarial and Backdoor Robustness" (NIPS 2020)☆17Updated 5 years ago
- Pytorch implementation of backdoor unlearning.☆21Updated 3 years ago
- Code for the paper "Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks"☆13Updated 3 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆83Updated 2 years ago
- ☆19Updated 4 years ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆33Updated 5 years ago
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆48Updated 3 years ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Updated 3 years ago
- The official implementation of USENIX Security'23 paper "Meta-Sift" -- Ten minutes or less to find a 1000-size or larger clean subset on …☆20Updated 2 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆52Updated 3 years ago
- Camouflage poisoning via machine unlearning☆18Updated 5 months ago