GeorgePisl / backdoor-attacks-based-on-deep-learning
Implementation of Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning paper
☆20Updated 4 years ago
Alternatives and similar repositories for backdoor-attacks-based-on-deep-learning:
Users that are interested in backdoor-attacks-based-on-deep-learning are comparing it to the libraries listed below
- Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks☆17Updated 5 years ago
- ☆19Updated 3 years ago
- ☆21Updated 4 years ago
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆30Updated 4 years ago
- Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems☆27Updated 4 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆55Updated 5 months ago
- ☆10Updated 3 years ago
- ☆19Updated 2 years ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Updated 3 years ago
- PyTorch implementation of our ICLR 2023 paper titled "Is Adversarial Training Really a Silver Bullet for Mitigating Data Poisoning?".☆12Updated 2 years ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆30Updated 4 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆50Updated 2 years ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆48Updated 6 years ago
- ☆17Updated 3 years ago
- ICCV 2021, We find most existing triggers of backdoor attacks in deep learning contain severe artifacts in the frequency domain. This Rep…☆43Updated 2 years ago
- Code for "Label-Consistent Backdoor Attacks"☆55Updated 4 years ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆32Updated 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 3 years ago
- KNN Defense Against Clean Label Poisoning Attacks☆12Updated 3 years ago
- ☆17Updated 3 years ago
- ☆26Updated 2 years ago
- [AAAI'21] Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification☆28Updated 3 months ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆53Updated 2 years ago
- Code for identifying natural backdoors in existing image datasets.☆15Updated 2 years ago
- Simple yet effective targeted transferable attack (NeurIPS 2021)☆51Updated 2 years ago
- This is the implementation of our paper 'Open-sourced Dataset Protection via Backdoor Watermarking', accepted by the NeurIPS Workshop on …☆21Updated 3 years ago
- ☆48Updated 7 months ago
- A simple implementation of BadNets on MNIST☆32Updated 5 years ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆36Updated 8 months ago
- Example of the attack described in the paper "Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization"☆21Updated 5 years ago