DennisLiu2022 / Membership-Inference-Attacks-by-Exploiting-Loss-Trajectory
☆23Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for Membership-Inference-Attacks-by-Exploiting-Loss-Trajectory
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆31Updated 2 years ago
- ☆25Updated 5 years ago
- RAB: Provable Robustness Against Backdoor Attacks☆39Updated last year
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆46Updated 2 years ago
- ☆23Updated last year
- ☆45Updated 5 years ago
- Membership Inference Attacks and Defenses in Neural Network Pruning☆28Updated 2 years ago
- The code is for our NeurIPS 2019 paper: https://arxiv.org/abs/1910.04749☆31Updated 4 years ago
- ☆19Updated last year
- Defending against Model Stealing via Verifying Embedded External Features☆32Updated 2 years ago
- Code for the paper: Label-Only Membership Inference Attacks☆64Updated 3 years ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆55Updated last year
- Code for ML Doctor☆86Updated 3 months ago
- ☆23Updated 2 years ago
- ☆19Updated 2 months ago
- ☆19Updated 3 years ago
- ☆13Updated 2 years ago
- Pytorch implementation of backdoor unlearning.☆16Updated 2 years ago
- ☆25Updated 5 years ago
- ☆28Updated 2 years ago
- Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)☆24Updated this week
- [ICML 2023] Are Diffusion Models Vulnerable to Membership Inference Attacks?☆31Updated 2 months ago
- Reconstructive Neuron Pruning for Backdoor Defense (ICML 2023)☆28Updated 10 months ago
- ☆18Updated 6 months ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆50Updated 2 years ago
- ☆44Updated 3 years ago
- Camouflage poisoning via machine unlearning☆15Updated last year
- Official Implementation of NIPS 2022 paper Pre-activation Distributions Expose Backdoor Neurons☆14Updated last year
- ICCV 2021, We find most existing triggers of backdoor attacks in deep learning contain severe artifacts in the frequency domain. This Rep…☆41Updated 2 years ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Updated 2 years ago