ain-soph / trojanzoo
TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning.
☆286Updated 5 months ago
Alternatives and similar repositories for trojanzoo:
Users that are interested in trojanzoo are comparing it to the libraries listed below
- The open-sourced Python toolbox for backdoor attacks and defenses.☆486Updated 6 months ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆117Updated 2 months ago
- Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.☆347Updated last year
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆167Updated 2 years ago
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆219Updated 2 weeks ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆192Updated 10 months ago
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆277Updated 4 years ago
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆120Updated 3 years ago
- ☆141Updated 3 months ago
- Trojan Attack on Neural Network☆183Updated 2 years ago
- ☆450Updated last month
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆122Updated last year
- A unified benchmark problem for data poisoning attacks☆152Updated last year
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆53Updated 2 months ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆34Updated 6 months ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆93Updated 2 years ago
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆166Updated last year
- ☆93Updated 4 years ago
- Implementations of data poisoning attacks against neural networks and related defenses.☆73Updated 6 months ago
- Code for ML Doctor☆85Updated 5 months ago
- A curated list of academic events on AI Security & Privacy☆141Updated 5 months ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆49Updated 2 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆81Updated last year
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆46Updated 6 years ago
- ☆64Updated 4 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
- A compact toolbox for backdoor attacks and defenses.☆159Updated 6 months ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 2 years ago
- A curated list of papers on adversarial machine learning (adversarial examples and defense methods).☆211Updated 2 years ago
- A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...☆14Updated last month