Shawn-Shan / trapdoor
Code Implementation for Gotta Catch ’Em All: Using Honeypots to Catch Adversarial Attacks on Neural Networks
☆26Updated 2 years ago
Related projects: ⓘ
- Code Implementation for Traceback of Data Poisoning Attacks in Neural Networks☆16Updated 2 years ago
- Craft poisoned data using MetaPoison☆47Updated 3 years ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆30Updated last year
- Code for identifying natural backdoors in existing image datasets.☆14Updated 2 years ago
- ☆22Updated 2 years ago
- RAB: Provable Robustness Against Backdoor Attacks☆39Updated 11 months ago
- ☆60Updated 3 years ago
- ☆44Updated 3 years ago
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆66Updated 5 months ago
- Membership Inference Attacks and Defenses in Neural Network Pruning☆25Updated 2 years ago
- ☆23Updated last year
- ☆19Updated 2 years ago
- The code for our Updates-Leak paper☆17Updated 4 years ago
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆45Updated 2 years ago
- ☆31Updated 2 weeks ago
- Defending against Model Stealing via Verifying Embedded External Features☆31Updated 2 years ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆23Updated 2 years ago
- Code for the paper: Label-Only Membership Inference Attacks☆61Updated 3 years ago
- ☆12Updated 2 years ago
- Example of the attack described in the paper "Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization"☆22Updated 4 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆47Updated 4 years ago
- Code for "Label-Consistent Backdoor Attacks"☆48Updated 3 years ago
- Reconstructive Neuron Pruning for Backdoor Defense (ICML 2023)☆25Updated 8 months ago
- Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".☆28Updated 2 years ago
- ICCV 2021, We find most existing triggers of backdoor attacks in deep learning contain severe artifacts in the frequency domain. This Rep…☆38Updated 2 years ago
- ☆19Updated 4 years ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆52Updated last year
- Reference implementation of the PRADA model stealing defense. IEEE Euro S&P 2019.☆33Updated 5 years ago
- ☆20Updated last year
- verifying machine unlearning by backdooring☆18Updated last year