GeorgePisl / backdoor-attacks-based-on-deep-learning
Implementation of Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning paper
☆20Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for backdoor-attacks-based-on-deep-learning
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆27Updated 3 years ago
- Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems☆24Updated 3 years ago
- ☆19Updated 4 years ago
- ☆19Updated 2 years ago
- Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks☆17Updated 5 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆49Updated last week
- ☆17Updated 2 years ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Updated 2 years ago
- A pytorch implementation of "Adversarial Examples in the Physical World"☆17Updated 5 years ago
- A simple implementation of BadNets on MNIST☆32Updated 5 years ago
- Code for "Label-Consistent Backdoor Attacks"☆49Updated 4 years ago
- ICCV 2021, We find most existing triggers of backdoor attacks in deep learning contain severe artifacts in the frequency domain. This Rep…☆41Updated 2 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆47Updated 2 years ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆29Updated 4 years ago
- ☆25Updated last year
- [AAAI'21] Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification☆28Updated 5 months ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆46Updated 6 years ago
- Universal Adversarial Perturbations (UAPs) for PyTorch☆46Updated 3 years ago
- ☆41Updated last year
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆50Updated 2 years ago
- ☆17Updated 3 years ago
- Codes for CVPR2020 paper "Towards Transferable Targeted Attack".☆15Updated 2 years ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆91Updated 2 years ago
- ☆10Updated 3 years ago
- PyTorch implementation of our ICLR 2023 paper titled "Is Adversarial Training Really a Silver Bullet for Mitigating Data Poisoning?".☆12Updated last year
- The code of our AAAI 2021 paper "Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-transform Domain"☆14Updated 3 years ago
- [ICLR2023] Distilling Cognitive Backdoor Patterns within an Image☆31Updated last month
- ☆48Updated 2 years ago
- ☆43Updated 2 months ago
- Defending against Model Stealing via Verifying Embedded External Features☆32Updated 2 years ago