MadryLab / backdoor_data_poisoning
☆25Updated 5 years ago
Alternatives and similar repositories for backdoor_data_poisoning:
Users that are interested in backdoor_data_poisoning are comparing it to the libraries listed below
- RAB: Provable Robustness Against Backdoor Attacks☆39Updated last year
- The code is for our NeurIPS 2019 paper: https://arxiv.org/abs/1910.04749☆32Updated 4 years ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆32Updated 2 years ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆29Updated 4 years ago
- Code for "Label-Consistent Backdoor Attacks"☆52Updated 4 years ago
- ☆24Updated 2 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆54Updated 2 years ago
- A simple implementation of BadNets on MNIST☆32Updated 5 years ago
- ☆26Updated 5 years ago
- Craft poisoned data using MetaPoison☆49Updated 3 years ago
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆71Updated 6 years ago
- Code for the CSF 2018 paper "Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting"☆38Updated 5 years ago
- ☆32Updated 4 months ago
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆48Updated 2 years ago
- Code for "On the Trade-off between Adversarial and Backdoor Robustness" (NIPS 2020)☆17Updated 4 years ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆56Updated last year
- Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)☆36Updated last year
- [CVPR 2022] "Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free" by Tianlong Chen*, Zhenyu Zhang*, Yihua Zhang*, Shiyu C…☆25Updated 2 years ago
- ☆19Updated 3 years ago
- Codes for reproducing the results of the paper "Bridging Mode Connectivity in Loss Landscapes and Adversarial Robustness" published at IC…☆26Updated 4 years ago
- Implementation of Wasserstein adversarial attacks.☆23Updated 4 years ago
- Detection of adversarial examples using influence functions and nearest neighbors☆33Updated 2 years ago
- ☆21Updated 4 years ago
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆68Updated 9 months ago
- ☆19Updated 2 years ago
- ConvexPolytopePosioning☆34Updated 5 years ago
- Official Repository for the CVPR 2020 paper "Universal Litmus Patterns: Revealing Backdoor Attacks in CNNs"☆43Updated last year
- Code for "Diversity can be Transferred: Output Diversification for White- and Black-box Attacks"☆53Updated 4 years ago
- Code for our NeurIPS 2020 paper Backpropagating Linearly Improves Transferability of Adversarial Examples.☆42Updated last year
- ☆13Updated 3 years ago