JonasGeiping / data-poisoningLinks
Implementations of data poisoning attacks against neural networks and related defenses.
☆95Updated last year
Alternatives and similar repositories for data-poisoning
Users that are interested in data-poisoning are comparing it to the libraries listed below
Sorting:
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆130Updated 2 years ago
- 复现了下Neural Cleanse这篇论文,真的是简单而有效,发在了okaland☆31Updated 4 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆128Updated 11 months ago
- A unified benchmark problem for data poisoning attacks☆160Updated 2 years ago
- Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching☆110Updated last year
- Anti-Backdoor learning (NeurIPS 2021)☆84Updated 2 years ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 3 months ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆59Updated 11 months ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆221Updated last year
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆32Updated 4 years ago
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆74Updated last year
- Code for the paper: Label-Only Membership Inference Attacks☆66Updated 4 years ago
- ☆45Updated 2 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
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆49Updated 3 years ago
- Code for "Label-Consistent Backdoor Attacks"☆58Updated 4 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆53Updated 2 years ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆102Updated 3 years ago
- ☆67Updated last year
- Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".☆30Updated 3 years ago
- ☆66Updated 5 years ago
- Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)☆44Updated 2 years ago
- Code for ML Doctor☆91Updated last year
- Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems☆28Updated 4 years ago
- A curated list of academic events on AI Security & Privacy☆162Updated last year
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆301Updated 2 months ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆35Updated last year
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆208Updated 5 months ago
- Code repository for the paper --- [USENIX Security 2023] Towards A Proactive ML Approach for Detecting Backdoor Poison Samples☆30Updated 2 years ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆48Updated 6 years ago