alps-lab / Trojan-ZooLinks
TrojanZoo is a universal pytorch platform for conducting security researches (especially for backdoor attacks/defenses) for image classification in deep leanring.
☆20Updated 4 years ago
Alternatives and similar repositories for Trojan-Zoo
Users that are interested in Trojan-Zoo are comparing it to the libraries listed below
Sorting:
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆60Updated 10 months ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆51Updated 3 years ago
- ☆84Updated 4 years ago
- ☆66Updated 4 years ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆48Updated 6 years ago
- AdvDoor: Adversarial Backdoor Attack of Deep Learning System☆32Updated 10 months ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆130Updated last year
- This is the documentation of the Tensorflow/Keras implementation of Latent Backdoor Attacks. Please see the paper for details Latent Back…☆19Updated 4 years ago
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆71Updated 7 years ago
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆123Updated 3 years ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆35Updated last year
- ☆52Updated 3 years ago
- ☆18Updated 3 years ago
- Code for ML Doctor☆90Updated last year
- Invisible Backdoor Attack with Sample-Specific Triggers☆99Updated 3 years ago
- ☆50Updated last year
- Reverse Engineering Imperceptible Backdoor Attacks on Deep Neural Networks for Detection and Training Set Cleansing☆14Updated 4 years ago
- ☆99Updated 4 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆129Updated 10 months ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆183Updated 3 years ago
- competition☆17Updated 5 years ago
- Code for "PatchCleanser: Certifiably Robust Defense against Adversarial Patches for Any Image Classifier"☆42Updated 2 years ago
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆72Updated last year
- Code release for DeepJudge (S&P'22)☆51Updated 2 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆84Updated 2 years ago
- [AAAI'21] Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification☆29Updated 8 months ago
- ☆48Updated 4 years ago
- Paper list of Adversarial Examples☆50Updated last year
- ☆148Updated 11 months ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Updated 3 years ago