Implementations of data poisoning attacks against neural networks and related defenses.
☆113Jul 16, 2024Updated 2 years ago
Alternatives and similar repositories for data-poisoning
Users that are interested in data-poisoning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A unified benchmark problem for data poisoning attacks☆163Oct 4, 2023Updated 3 years ago
- ☆26Dec 14, 2021Updated 4 years ago
- ☆24Jan 27, 2022Updated 4 years ago
- ☆54Sep 11, 2021Updated 5 years ago
- ☆70Feb 17, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆292Jan 11, 2025Updated last year
- ☆16Jul 17, 2022Updated 4 years ago
- Craft poisoned data using MetaPoison☆54Apr 5, 2021Updated 5 years ago
- Generating Potent Poisons and Backdoors from Scratch with Guided Diffusion☆11Apr 1, 2024Updated 2 years ago
- Code for Active Learning at The ImageNet Scale. This repository implements many popular active learning algorithms and allows training wi…☆54Nov 29, 2021Updated 4 years ago
- ☆28Sep 21, 2022Updated 4 years ago
- Codes for the ICLR 2022 paper: Trigger Hunting with a Topological Prior for Trojan Detection☆11Sep 19, 2023Updated 3 years ago
- ☆10Oct 31, 2022Updated 3 years ago
- A simple and efficient baseline for data attribution☆11Nov 10, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆18Oct 12, 2022Updated 4 years ago
- ☆20Jun 5, 2023Updated 3 years ago
- Code for "The Intrinsic Dimension of Images and Its Impact on Learning" - ICLR 2021 Spotlight https://openreview.net/forum?id=XJk19XzGq2J☆72Apr 16, 2024Updated 2 years ago
- Pytorch Datasets for Easy-To-Hard☆30Jan 9, 2025Updated last year
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆139Nov 11, 2024Updated last year
- ☆10Jul 28, 2022Updated 4 years ago
- ☆113Sep 23, 2022Updated 4 years ago
- Code repository for the paper --- [USENIX Security 2023] Towards A Proactive ML Approach for Detecting Backdoor Poison Samples☆31Jul 11, 2023Updated 3 years ago
- The official repository of the paper "On the Exploitability of Instruction Tuning".☆71Feb 5, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [Findings of EMNLP 2022] Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks☆13Feb 26, 2023Updated 3 years ago
- ☆15Jan 16, 2024Updated 2 years ago
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆129Jan 18, 2022Updated 4 years ago
- A centralized place for deep thinking code and experiments☆92Aug 9, 2023Updated 3 years ago
- Reverse Engineering Imperceptible Backdoor Attacks on Deep Neural Networks for Detection and Training Set Cleansing☆15Feb 18, 2021Updated 5 years ago
- Implementation of experiments from The No Free Lunch Theorem, Kolmogorov Complexity, and the Role of Inductive Biases in Machine Learning☆17May 14, 2023Updated 3 years ago
- Code for the paper "Autoregressive Perturbations for Data Poisoning" (NeurIPS 2022)☆20Sep 9, 2024Updated 2 years ago
- ☆19Jun 21, 2021Updated 5 years ago
- Code for the IEEE S&P 2018 paper 'Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning'☆55Mar 24, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆16Dec 3, 2021Updated 4 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆133Oct 24, 2023Updated 2 years ago
- Official implementation of GOAT model (ICML2023)☆38Jul 3, 2023Updated 3 years ago
- KNN Defense Against Clean Label Poisoning Attacks☆13Sep 24, 2021Updated 5 years ago
- Morphence: An implementation of a moving target defense against adversarial example attacks demonstrated for image classification models …☆23Aug 9, 2024Updated 2 years ago
- The official TensorFlow implementation for ICLR'22 Spotlight paper 'Responsible Disclosure of Generative Models Using Scalable Fingerprin…☆33Apr 16, 2023Updated 3 years ago
- Understanding Catastrophic Overfitting in Single-step Adversarial Training [AAAI 2021]☆29Jun 27, 2022Updated 4 years ago