MadryLab / label-consistent-backdoor-code
Code for "Label-Consistent Backdoor Attacks"
☆48Updated 3 years ago
Related projects: ⓘ
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆49Updated last year
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆25Updated 3 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆76Updated last year
- 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
- Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks☆17Updated 5 years ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆52Updated last year
- ☆17Updated 2 years ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆29Updated 3 years ago
- ☆19Updated 2 years ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆23Updated 2 years ago
- ☆24Updated last year
- Github repo for One-shot Neural Backdoor Erasing via Adversarial Weight Masking (NeurIPS 2022)☆14Updated last year
- ☆19Updated 2 years ago
- Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".☆28Updated 2 years ago
- [ICLR2023] Distilling Cognitive Backdoor Patterns within an Image☆30Updated 2 months ago
- Code for the paper: Label-Only Membership Inference Attacks☆61Updated 3 years ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 2 years ago
- ☆17Updated 2 years ago
- Reconstructive Neuron Pruning for Backdoor Defense (ICML 2023)☆25Updated 8 months ago
- Towards Stable Backdoor Purification through Feature Shift Tuning (NeurIPS 2023)☆22Updated last month
- RAB: Provable Robustness Against Backdoor Attacks☆39Updated 11 months ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆30Updated last year
- ☆14Updated 3 months ago
- Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems☆23Updated 3 years ago
- ☆42Updated 11 months ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆111Updated last month
- Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation (NeurIPS 2022)☆33Updated last year
- ☆59Updated 7 months ago
- ☆12Updated 2 years ago
- Source code for ECCV 2022 Poster: Data-free Backdoor Removal based on Channel Lipschitzness☆28Updated last year