xandery-geek / BackdoorAttacksLinks
A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...
☆20Updated 10 months ago
Alternatives and similar repositories for BackdoorAttacks
Users that are interested in BackdoorAttacks are comparing it to the libraries listed below
Sorting:
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 3 months ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆101Updated 3 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆130Updated 2 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆129Updated 11 months ago
- ☆550Updated 3 months ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆221Updated last year
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆186Updated 3 years ago
- ☆12Updated 2 months ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆60Updated 11 months ago
- The implementation of the IEEE S&P 2024 paper MM-BD: Post-Training Detection of Backdoor Attacks with Arbitrary Backdoor Pattern Types Us…☆16Updated last year
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆271Updated 9 months ago
- ☆15Updated last year
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆42Updated last month
- ☆27Updated 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☆31Updated 4 years ago
- Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems☆28Updated 4 years ago
- Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks☆17Updated 6 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆84Updated 2 years ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆35Updated last year
- ☆20Updated 3 years ago
- ☆32Updated 4 years ago
- ☆53Updated 2 years ago
- ☆45Updated 2 years ago
- [ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning☆61Updated 10 months ago
- [ICCV-2023] Gradient inversion attack, Federated learning, Generative adversarial network.☆46Updated last year
- ☆357Updated 3 months ago
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆30Updated 4 years ago
- ☆18Updated last year
- Code for the paper "ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models"☆85Updated 3 years ago
- A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.☆182Updated last month