reds-lab / NarcissusLinks
The official implementation of the CCS'23 paper, Narcissus clean-label backdoor attack -- only takes THREE images to poison a face recognition dataset in a clean-label way and achieves a 99.89% attack success rate.
☆122Updated 2 years ago
Alternatives and similar repositories for Narcissus
Users that are interested in Narcissus are comparing it to the libraries listed below
Sorting:
- ICCV 2021, We find most existing triggers of backdoor attacks in deep learning contain severe artifacts in the frequency domain. This Rep…☆46Updated 3 years ago
- ☆18Updated 4 years ago
- Code for "Label-Consistent Backdoor Attacks"☆57Updated 5 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆53Updated 3 years ago
- This is the official implementation of ContraNet (NDSS2022).☆21Updated 2 years ago
- The official implementation of the IEEE S&P`22 paper "SoK: How Robust is Deep Neural Network Image Classification Watermarking".☆118Updated 2 years ago
- Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)☆47Updated 2 years ago
- Code repository for the paper --- [USENIX Security 2023] Towards A Proactive ML Approach for Detecting Backdoor Poison Samples☆30Updated 2 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆133Updated 2 years ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆104Updated 3 years ago
- A toolbox for backdoor attacks.☆23Updated 3 years ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Updated 3 years ago
- ☆20Updated 2 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆133Updated last year
- Anti-Backdoor learning (NeurIPS 2021)☆84Updated 2 years ago
- This is the implementation of our paper 'Open-sourced Dataset Protection via Backdoor Watermarking', accepted by the NeurIPS Workshop on …☆23Updated 4 years ago
- [Oakland 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks☆27Updated 9 months ago
- The official implementation of USENIX Security'23 paper "Meta-Sift" -- Ten minutes or less to find a 1000-size or larger clean subset on …☆20Updated 2 years ago
- ☆68Updated 5 years ago
- Official repository for CVPR'23 paper: Detecting Backdoors in Pre-trained Encoders☆36Updated 2 years ago
- ☆27Updated 3 years ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆36Updated last year
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆29Updated 4 years ago
- ☆45Updated 2 years ago
- ☆19Updated 3 years ago
- [CVPR 2023] The official implementation of our CVPR 2023 paper "Detecting Backdoors During the Inference Stage Based on Corruption Robust…☆24Updated 2 years ago
- ☆28Updated last year
- ☆25Updated 3 years ago
- ☆83Updated 4 years ago
- ☆21Updated 2 years ago