ain-soph / trojanzoo
TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning.
☆278Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for trojanzoo
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆268Updated 4 years ago
- The open-sourced Python toolbox for backdoor attacks and defenses.☆465Updated 3 months ago
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆192Updated 4 months ago
- ☆418Updated 3 weeks ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆117Updated last year
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆178Updated 8 months ago
- Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.☆336Updated last year
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆113Updated last week
- ☆140Updated last month
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆118Updated 2 years ago
- Trojan Attack on Neural Network☆180Updated 2 years ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆157Updated 2 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆49Updated last week
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆29Updated 4 months ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆91Updated 2 years ago
- ☆91Updated 4 years ago
- A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security…☆218Updated 3 weeks ago
- A curated list of academic events on AI Security & Privacy☆135Updated 3 months ago
- Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models☆124Updated 7 months ago
- A unified benchmark problem for data poisoning attacks☆152Updated last year
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆151Updated last year
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆47Updated 2 years ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆46Updated 6 years ago
- ☆76Updated 3 years ago
- Code for ML Doctor☆86Updated 3 months ago
- ☆62Updated 4 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆78Updated last year
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆68Updated 6 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
- DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model☆209Updated 5 years ago