xandery-geek / BackdoorAttacks
A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...
☆19Updated 5 months ago
Alternatives and similar repositories for BackdoorAttacks:
Users that are interested in BackdoorAttacks are comparing it to the libraries listed below
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆125Updated 5 months ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆94Updated 2 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆127Updated last year
- Code for "Label-Consistent Backdoor Attacks"☆57Updated 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
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 2 years ago
- ☆19Updated 2 years ago
- ☆26Updated 2 years ago
- Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems☆27Updated 4 years ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆48Updated 6 years ago
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆30Updated 4 years ago
- ☆12Updated 10 months ago
- Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks☆17Updated 5 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆81Updated last year
- ☆15Updated last year
- ☆43Updated last year
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆53Updated 2 years ago
- ☆12Updated last year
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Updated 3 years ago
- [ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning☆55Updated 4 months ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆57Updated 5 months ago
- ☆30Updated 4 years ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆36Updated 9 months ago
- [IEEE S&P 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks☆23Updated 3 weeks ago
- ☆27Updated 2 years ago
- ☆27Updated last year
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆40Updated 4 months ago
- Implementation of badnets on CIFAR10 and MNIST☆9Updated 4 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆51Updated 2 years ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆201Updated last year