Guo-Yunzhe / Awesome_BackdoorAttack_against_NeuralNetwork
A paper summary of Backdoor Attack against Neural Network
☆13Updated 5 years ago
Related projects: ⓘ
- RAB: Provable Robustness Against Backdoor Attacks☆39Updated 11 months ago
- ☆18Updated 3 years ago
- Code release for DeepJudge (S&P'22)☆50Updated last year
- ☆19Updated 4 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆47Updated 4 years ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆23Updated 2 years ago
- The code is for our NeurIPS 2019 paper: https://arxiv.org/abs/1910.04749☆31Updated 4 years ago
- ☆12Updated 2 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆47Updated 2 years ago
- ☆23Updated last year
- ☆25Updated last year
- Code for CVPR2020 paper QEBA: Query-Efficient Boundary-Based Blackbox Attack☆30Updated 3 years ago
- KNN Defense Against Clean Label Poisoning Attacks☆10Updated 2 years ago
- ☆60Updated 3 years ago
- Example of the attack described in the paper "Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization"☆22Updated 4 years ago
- ☆20Updated last year
- This is the documentation of the Tensorflow/Keras implementation of Latent Backdoor Attacks. Please see the paper for details Latent Back…☆18Updated 3 years ago
- AdvDoor: Adversarial Backdoor Attack of Deep Learning System☆30Updated last year
- TrojanZoo is a universal pytorch platform for conducting security researches (especially for backdoor attacks/defenses) for image classif…☆17Updated 3 years ago
- ☆23Updated last year
- ☆41Updated last year
- Defending against Model Stealing via Verifying Embedded External Features☆31Updated 2 years ago
- Code for "On the Trade-off between Adversarial and Backdoor Robustness" (NIPS 2020)☆16Updated 3 years ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆30Updated last year
- ☆27Updated 2 years ago
- verifying machine unlearning by backdooring☆18Updated last year
- ☆27Updated last year
- Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems☆23Updated 3 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆49Updated last year
- This is the source code for HufuNet. Our paper is accepted by the IEEE TDSC.☆15Updated last year