usnistgov / trojai-literature
☆144Updated 6 months ago
Alternatives and similar repositories for trojai-literature:
Users that are interested in trojai-literature are comparing it to the libraries listed below
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆50Updated 2 years ago
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆291Updated 8 months ago
- Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models☆126Updated last year
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆283Updated 5 years ago
- ☆95Updated 4 years ago
- Code for ML Doctor☆87Updated 8 months ago
- Anti-Backdoor learning (NeurIPS 2021)☆81Updated last year
- A unified benchmark problem for data poisoning attacks☆155Updated last year
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆70Updated 7 years ago
- ☆23Updated 2 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
- A repository to quickly generate synthetic data and associated trojaned deep learning models☆77Updated last year
- 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
- ☆64Updated 4 years ago
- Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching☆102Updated 8 months ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆48Updated 6 years ago
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆47Updated 2 years ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆36Updated 9 months ago
- ☆31Updated 7 months ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆127Updated last year
- ☆46Updated 4 years ago
- ☆45Updated 5 years ago
- Code for the paper "ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models"☆83Updated 3 years ago
- Code for Auditing DPSGD☆37Updated 3 years ago
- Craft poisoned data using MetaPoison☆51Updated 4 years ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆30Updated 4 years ago
- Implementation of membership inference and model inversion attacks, extracting training data information from an ML model. Benchmarking …☆103Updated 5 years ago
- ☆85Updated last year
- Trojan Attack on Neural Network☆183Updated 3 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆124Updated 5 months ago