SJTUHaiyangYu / BackdoorMBTI
BackdoorMBTI is an open source project expanding the unimodal backdoor learning to a multimodal context. We hope that BackdoorMBTI can facilitate the analysis and development of backdoor defense methods within a multimodal context.
☆19Updated 4 months ago
Alternatives and similar repositories for BackdoorMBTI:
Users that are interested in BackdoorMBTI are comparing it to the libraries listed below
- A toolbox for backdoor attacks.☆21Updated 2 years ago
- [IEEE S&P 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks☆21Updated last week
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 2 years ago
- ☆64Updated 4 years ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆48Updated 6 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆50Updated 2 years ago
- ☆26Updated 2 years ago
- [IEEE S&P'24] ODSCAN: Backdoor Scanning for Object Detection Models☆17Updated 3 months ago
- Code for "Label-Consistent Backdoor Attacks"☆56Updated 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☆30Updated 3 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆56Updated 5 months ago
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆30Updated 4 years ago
- Reconstructive Neuron Pruning for Backdoor Defense (ICML 2023)☆35Updated last year
- [CVPR'24] LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning☆13Updated 3 months ago
- Reverse Engineering Imperceptible Backdoor Attacks on Deep Neural Networks for Detection and Training Set Cleansing☆12Updated 4 years ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Updated 3 years ago
- KNN Defense Against Clean Label Poisoning Attacks☆12Updated 3 years ago
- ☆51Updated 3 years ago
- A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...☆19Updated 4 months ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆53Updated 2 years ago
- ☆19Updated 2 years ago
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆70Updated 7 years ago
- Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".☆30Updated 3 years ago
- ☆18Updated 2 years ago
- ☆95Updated 4 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆81Updated last year
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆124Updated 5 months ago
- Implementation of badnets on CIFAR10 and MNIST☆9Updated 4 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
- ☆10Updated 3 years ago