AhmedSalem2 / Dynamic-Backdoor
The code for the "Dynamic Backdoor Attacks Against Machine Learning Models" paper
☆14Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Dynamic-Backdoor
- Invisible Backdoor Attack with Sample-Specific Triggers☆91Updated 2 years ago
- [ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning☆44Updated last year
- ☆26Updated 2 years ago
- Defending against Model Stealing via Verifying Embedded External Features☆32Updated 2 years ago
- Code for "Label-Consistent Backdoor Attacks"☆49Updated 4 years ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Updated 2 years ago
- ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341☆63Updated last year
- ☆19Updated 2 years ago
- ☆19Updated 4 years ago
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆27Updated 3 years ago
- ☆25Updated 5 years ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆31Updated 2 years ago
- ☆23Updated last year
- Anti-Backdoor learning (NeurIPS 2021)☆78Updated last year
- Implementation of Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning paper☆20Updated 4 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
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆113Updated last week
- ☆10Updated 5 months ago
- This is the documentation of the Tensorflow/Keras implementation of Latent Backdoor Attacks. Please see the paper for details Latent Back…☆19Updated 3 years ago
- ☆17Updated 2 years ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 2 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆117Updated last year
- [CCS'22] SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders☆16Updated 2 years ago
- ☆17Updated 2 years ago
- Website & Documentation: https://sbaresearch.github.io/model-watermarking/☆20Updated last year
- Code repository for the paper --- [USENIX Security 2023] Towards A Proactive ML Approach for Detecting Backdoor Poison Samples☆22Updated last year
- Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)☆34Updated last year
- ☆17Updated 3 years ago
- ICCV 2021, We find most existing triggers of backdoor attacks in deep learning contain severe artifacts in the frequency domain. This Rep…☆41Updated 2 years ago
- Pytorch implementation of backdoor unlearning.☆16Updated 2 years ago