reds-lab / Narcissus
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.
☆113Updated 2 years ago
Alternatives and similar repositories for Narcissus
Users that are interested in Narcissus are comparing it to the libraries listed below
Sorting:
- ☆27Updated 2 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆81Updated last year
- Code for "Label-Consistent Backdoor Attacks"☆57Updated 4 years ago
- ☆12Updated last year
- ☆19Updated 2 years ago
- ☆23Updated 11 months ago
- This is the source code for Data-free Backdoor. Our paper is accepted by the 32nd USENIX Security Symposium (USENIX Security 2023).☆30Updated last year
- A toolbox for backdoor attacks.☆22Updated 2 years ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆93Updated 2 years ago
- A compact toolbox for backdoor attacks and defenses.☆174Updated 10 months ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆124Updated 6 months ago
- ICCV 2021, We find most existing triggers of backdoor attacks in deep learning contain severe artifacts in the frequency domain. This Rep…☆44Updated 3 years ago
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆30Updated 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☆29Updated 3 years ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆30Updated 4 years ago
- Research Artifact of ICSE 2023 Paper: Revisiting Neuron Coverage for DNN Testing: A Layer-Wise and Distribution-Aware Criterion☆252Updated 2 months ago
- Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)☆41Updated 2 years ago
- Official repository for CVPR'23 paper: Detecting Backdoors in Pre-trained Encoders☆32Updated last year
- Backdoor Stuff in AI/ ML domain☆26Updated this week
- ☆66Updated 4 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆127Updated last year
- A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...☆19Updated 5 months ago
- The code for the "Dynamic Backdoor Attacks Against Machine Learning Models" paper☆15Updated last year
- [ICLR2023] Distilling Cognitive Backdoor Patterns within an Image☆35Updated 6 months ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆51Updated 2 years ago
- This is the source code for MEA-Defender. Our paper is accepted by the IEEE Symposium on Security and Privacy (S&P) 2024.☆22Updated last year
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆53Updated 2 years ago
- Code for Backdoor Attacks Against Dataset Distillation☆34Updated 2 years ago
- Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems☆27Updated 4 years ago
- [CVPR 2023] The official implementation of our CVPR 2023 paper "Detecting Backdoors During the Inference Stage Based on Corruption Robust…☆23Updated last year