garrisongys / STRIPLinks
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
Alternatives and similar repositories for STRIP
Users that are interested in STRIP are comparing it to the libraries listed below
Sorting:
- 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
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆35Updated last year
- Invisible Backdoor Attack with Sample-Specific Triggers☆100Updated 3 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆129Updated 10 months ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆48Updated 6 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
- Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems☆28Updated 4 years ago
- ☆22Updated 5 years ago
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆71Updated 7 years ago
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆30Updated 4 years ago
- Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks☆17Updated 6 years 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
- ☆66Updated 5 years ago
- Code for "Label-Consistent Backdoor Attacks"☆58Updated 4 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆84Updated 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 4 years ago
- Implementation of Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning paper☆20Updated 5 years ago
- AdvDoor: Adversarial Backdoor Attack of Deep Learning System☆32Updated 11 months ago
- ☆84Updated 4 years ago
- Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".☆30Updated 3 years ago
- ☆27Updated 2 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆53Updated 2 years ago
- ☆99Updated 4 years ago
- ☆52Updated 3 years ago
- ☆50Updated last year
- Defending against Model Stealing via Verifying Embedded External Features☆38Updated 3 years ago
- [AAAI'21] Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification☆29Updated 9 months ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 3 months ago
- A simple implementation of BadNets on MNIST☆33Updated 6 years ago