zihao-ai / Awesome-Backdoor-in-Deep-Learning
A curated list of papers & resources on backdoor attacks and defenses in deep learning.
☆194Updated 11 months 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
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆233Updated last month
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆121Updated 3 months ago
- ☆461Updated 2 months ago
- 复现了下Neural Cleanse这篇论文，真的是简单而有效，发在了okaland☆30Updated 3 years ago
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆290Updated 6 months ago
- Anti-Backdoor learning (NeurIPS 2021)☆82Updated last year
- Invisible Backdoor Attack with Sample-Specific Triggers☆93Updated 2 years ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆168Updated 2 years ago
- This Github repository summarizes a list of research papers on AI security from the four top academic conferences.☆107Updated last year
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆123Updated last year
- The open-sourced Python toolbox for backdoor attacks and defenses.☆510Updated 2 weeks ago
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆121Updated 3 years ago
- A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security…☆244Updated 3 months ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 2 years ago
- Composite Backdoor Attacks Against Large Language Models☆12Updated 10 months ago
- A compact toolbox for backdoor attacks and defenses.☆165Updated 7 months ago
- This is the source code for Data-free Backdoor. Our paper is accepted by the 32nd USENIX Security Symposium (USENIX Security 2023).☆31Updated last year
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆170Updated last year
- Code related to the paper "Machine Unlearning of Features and Labels"☆68Updated last year
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆157Updated last month
- BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks on Large Language Models☆110Updated last week
- A toolbox for backdoor attacks.☆21Updated 2 years ago
- A list of recent papers about adversarial learning☆120Updated this week
- A curated list of academic events on AI Security & Privacy☆146Updated 6 months ago
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆38Updated last month
- ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341☆69Updated last year
- ☆79Updated 3 years ago
- ☆11Updated 8 months ago
- A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...☆15Updated 2 months ago
- [NDSS 2025] Official code for our paper "Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Wate…☆30Updated 3 months ago