A curated list of papers & resources on backdoor attacks and defenses in deep learning.
☆242Mar 15, 2024Updated 2 years ago
Alternatives and similar repositories for Awesome-Backdoor-in-Deep-Learning
Users that are interested in Awesome-Backdoor-in-Deep-Learning 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- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆293Jan 11, 2025Updated last year
- ☆619Jul 4, 2025Updated last year
- The open-sourced Python toolbox for backdoor attacks and defenses.☆677Sep 27, 2025Updated 10 months ago
- A list of backdoor learning resources☆1,178Jul 31, 2024Updated last year
- A compact toolbox for backdoor attacks and defenses.☆192Jul 16, 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.
- [WWW '25] Model Supply Chain Poisoning: Backdooring Pre-trained Models via Embedding Indistinguishability☆18May 30, 2025Updated last year
- ☆22Sep 16, 2022Updated 3 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆139Nov 11, 2024Updated last year
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆324Feb 28, 2020Updated 6 years ago
- A toolbox for backdoor attacks.☆23Jan 13, 2023Updated 3 years ago
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆209Apr 10, 2023Updated 3 years ago
- A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...☆23Dec 7, 2024Updated last year
- Machine Learning & Security Seminar @Purdue University☆26May 9, 2023Updated 3 years ago
- Implementation of An Invisible Black-box Backdoor Attack through Frequency Domain☆21Sep 29, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Decentralized Identity☆12Dec 8, 2021Updated 4 years ago
- The official implementation of the CCS'23 paper, Narcissus clean-label backdoor attack -- only takes THREE images to poison a face recogn…☆127May 9, 2023Updated 3 years ago
- Backdoor Stuff in AI/ ML domain☆41Jul 10, 2026Updated 2 weeks ago
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆303Aug 25, 2025Updated 11 months ago
- Backdooring Multimodal Learning☆30May 4, 2023Updated 3 years ago
- Official Inplementation of CVPR23 paper "Backdoor Defense via Deconfounded Representation Learning"☆25Mar 13, 2023Updated 3 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆133Oct 24, 2023Updated 2 years ago
- The official implementation of USENIX Security'23 paper "Meta-Sift" -- Ten minutes or less to find a 1000-size or larger clean subset on …☆20Apr 27, 2023Updated 3 years ago
- ☆28Feb 1, 2023Updated 3 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.
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Apr 5, 2022Updated 4 years ago
- [ICLR2023] Distilling Cognitive Backdoor Patterns within an Image☆37Oct 29, 2025Updated 9 months ago
- Source code for ECCV 2022 Poster: Data-free Backdoor Removal based on Channel Lipschitzness☆36Jan 9, 2023Updated 3 years ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆40Jul 22, 2024Updated 2 years ago
- ☆34Aug 11, 2022Updated 3 years ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆27Jul 3, 2025Updated last year
- This is the repository that introduces research topics related to protecting intellectual property (IP) of AI from a data-centric perspec…☆23Oct 30, 2023Updated 2 years ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆196Sep 26, 2022Updated 3 years ago
- Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems☆28Apr 1, 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.
- Code for identifying natural backdoors in existing image datasets.☆15Aug 24, 2022Updated 3 years ago
- Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.☆384Feb 5, 2023Updated 3 years ago
- Code and data of the ACL-IJCNLP 2021 paper "Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger"☆45Sep 11, 2022Updated 3 years ago
- ☆35Jun 27, 2022Updated 4 years ago
- Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)☆47Feb 28, 2023Updated 3 years ago
- Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)☆27Nov 18, 2024Updated last year
- A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).☆2,021Jun 17, 2026Updated last month