YiZeng623 / DeepSweep
An evaluation framework for mitigating DNN backdoor attacks using data augmentations
☆10Updated 4 years ago
Alternatives and similar repositories for DeepSweep
Users that are interested in DeepSweep are comparing it to the libraries listed below
Sorting:
- ICCV 2021, We find most existing triggers of backdoor attacks in deep learning contain severe artifacts in the frequency domain. This Rep…☆44Updated 3 years ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆30Updated 4 years ago
- ☆27Updated 2 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆53Updated 2 years ago
- Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)☆41Updated 2 years ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆47Updated 6 years ago
- Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".☆30Updated 3 years ago
- ☆19Updated 3 years ago
- ☆10Updated 3 years ago
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆30Updated 4 years ago
- [ICLR2023] Distilling Cognitive Backdoor Patterns within an Image☆35Updated 6 months ago
- ☆51Updated 3 years ago
- RAB: Provable Robustness Against Backdoor Attacks☆39Updated last year
- ☆11Updated 2 years ago
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆71Updated last year
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆57Updated 6 months ago
- ☆24Updated 2 years ago
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆57Updated 2 years ago
- ☆19Updated 8 months ago
- ☆66Updated 4 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆51Updated 2 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆81Updated last year
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Updated 3 years ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆32Updated 2 years ago
- Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation (NeurIPS 2022)☆33Updated 2 years ago
- ☆12Updated 3 years ago
- Code for "CloudLeak: Large-Scale Deep Learning Models Stealing Through Adversarial Examples" (NDSS 2020)☆19Updated 4 years ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆35Updated 9 months ago
- Paper sharing in adversary related works☆45Updated this week
- ☆81Updated 3 years ago