JonasGeiping / data-poisoningLinks
Implementations of data poisoning attacks against neural networks and related defenses.
☆94Updated 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 last year
- A unified benchmark problem for data poisoning attacks☆158Updated last year
- Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching☆109Updated last year
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆48Updated 3 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆128Updated 10 months ago
- Code for the paper: Label-Only Membership Inference Attacks☆65Updated 4 years ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆32Updated 4 years ago
- Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".☆30Updated 3 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
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆219Updated last year
- Invisible Backdoor Attack with Sample-Specific Triggers☆99Updated 3 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆83Updated 2 years ago
- ☆193Updated last year
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆123Updated 3 years ago
- Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems☆28Updated 4 years ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆35Updated last year
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆58Updated 10 months ago
- A curated list of academic events on AI Security & Privacy☆162Updated last year
- ☆45Updated last year
- ☆66Updated last year
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆53Updated 2 years ago
- Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)☆44Updated 2 years ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆71Updated last year
- ☆48Updated 4 years ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 2 months ago
- Code for "Label-Consistent Backdoor Attacks"☆58Updated 4 years ago
- Code for ML Doctor☆90Updated last year
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆300Updated 3 weeks ago
- ICCV 2021, We find most existing triggers of backdoor attacks in deep learning contain severe artifacts in the frequency domain. This Rep…☆45Updated 3 years ago
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆72Updated last year