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.
☆19Updated 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"☆57Updated 7 months ago
- ☆82Updated 3 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆52Updated 3 years ago
- AdvDoor: Adversarial Backdoor Attack of Deep Learning System☆32Updated 7 months ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆35Updated 11 months ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆96Updated 2 years ago
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆122Updated 3 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆53Updated 2 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆123Updated 7 months ago
- Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems☆28Updated 4 years ago
- [AAAI'21] Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification☆29Updated 5 months ago
- Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks☆17Updated 6 years ago
- ☆17Updated 3 years ago
- Code release for DeepJudge (S&P'22)☆51Updated 2 years 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
- ☆51Updated 3 years ago
- ☆50Updated 9 months ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 3 years ago
- ☆66Updated 4 years ago
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆30Updated 4 years ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Updated 3 years ago
- Code for "Label-Consistent Backdoor Attacks"☆57Updated 4 years ago
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆70Updated 7 years ago
- ☆85Updated 4 years ago
- ☆27Updated 2 years ago
- [Oakland 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks☆25Updated 2 months ago
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆72Updated last year
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆47Updated 6 years ago
- Code for ML Doctor☆91Updated 10 months ago
- ☆21Updated 4 years ago