bboylyg / NAD
This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks](https://openreview.net/pdf?id=9l0K4OM-oXE) in PyTorch.
☆121Updated 3 years ago
Alternatives and similar repositories for NAD:
Users that are interested in NAD are comparing it to the libraries listed below
- Invisible Backdoor Attack with Sample-Specific Triggers☆94Updated 2 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆123Updated last year
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆54Updated 3 months ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆120Updated 3 months ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆54Updated 2 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆49Updated 2 years ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆35Updated 6 months ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆46Updated 6 years ago
- ☆79Updated 3 years ago
- Code for "Label-Consistent Backdoor Attacks"☆52Updated 4 years ago
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆70Updated 6 years ago
- ☆83Updated 4 years ago
- Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems☆27Updated 3 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆81Updated last year
- ☆45Updated 5 months ago
- Code for the paper: Label-Only Membership Inference Attacks☆64Updated 3 years ago
- ☆65Updated 11 months ago
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆69Updated 10 months ago
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆30Updated 4 years ago
- ☆50Updated 3 years ago
- ☆99Updated 10 months ago
- The code is for our NeurIPS 2019 paper: https://arxiv.org/abs/1910.04749☆32Updated 4 years ago
- ☆64Updated 4 years ago
- A unified benchmark problem for data poisoning attacks☆152Updated last year
- Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"☆57Updated last year
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Updated 2 years ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 2 years ago
- 复现了下Neural Cleanse这篇论文,真的是简单而有效,发在了okaland☆30Updated 3 years ago
- [ICLR2023] Distilling Cognitive Backdoor Patterns within an Image☆32Updated 3 months ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆167Updated 2 years ago