vtu81 / backdoor_attackLinks
Applying backdoor attacks to BadNet on MNIST and ResNet on CIFAR10.
☆12Updated 4 years ago
Alternatives and similar repositories for backdoor_attack
Users that are interested in backdoor_attack are comparing it to the libraries listed below
Sorting:
- 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☆51Updated 3 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆130Updated last year
- 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
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆129Updated 10 months ago
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆301Updated 5 years ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 3 months ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆35Updated last year
- Invisible Backdoor Attack with Sample-Specific Triggers☆100Updated 3 years ago
- Code for the paper "ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models"☆84Updated 3 years ago
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆124Updated 3 years ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆185Updated 3 years ago
- Implementation of Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning paper☆20Updated 5 years ago
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆71Updated 7 years ago
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆301Updated last month
- Anti-Backdoor learning (NeurIPS 2021)☆84Updated 2 years ago
- Code for "Label-Consistent Backdoor Attacks"☆58Updated 4 years ago
- Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems☆28Updated 4 years ago
- ☆18Updated 3 years ago
- ☆21Updated 3 years ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆32Updated 4 years ago
- ☆50Updated last year
- ☆45Updated 5 years ago
- Code for "Neural Network Inversion in Adversarial Setting via Background Knowledge Alignment" (CCS 2019)☆48Updated 5 years ago
- Implementation of the Model Inversion Attack introduced with Model Inversion Attacks that Exploit Confidence Information and Basic Counte…☆85Updated 2 years ago
- ☆52Updated 3 years ago
- ☆84Updated 4 years ago
- ☆32Updated 4 years ago
- ☆66Updated 5 years ago
- Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks☆17Updated 6 years ago