Zhou-Zi7 / Awesome-AI-Security-BIG4Links
This Github repository summarizes a list of research papers on AI security from the four top academic conferences.
☆132Updated last month
Alternatives and similar repositories for Awesome-AI-Security-BIG4
Users that are interested in Awesome-AI-Security-BIG4 are comparing it to the libraries listed below
Sorting:
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆265Updated 6 months ago
- A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security…☆274Updated 7 months ago
- ☆223Updated last year
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆213Updated last year
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆177Updated 2 years ago
- ☆516Updated last week
- [NDSS 2025] Official code for our paper "Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Wate…☆39Updated 8 months ago
- A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.☆179Updated 3 months ago
- ☆24Updated 10 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
- Source code and scripts for the paper "Is Difficulty Calibration All We Need? Towards More Practical Membership Inference Attacks"☆18Updated 7 months ago
- Safety at Scale: A Comprehensive Survey of Large Model Safety☆180Updated 4 months ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆96Updated 2 years ago
- A list of recent papers about adversarial learning☆180Updated this week
- ☆35Updated 7 months ago
- Composite Backdoor Attacks Against Large Language Models☆16Updated last year
- ☆31Updated 3 months ago
- ☆15Updated last year
- BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models☆171Updated 3 weeks ago
- ☆21Updated last year
- ☆40Updated 3 years ago
- ☆15Updated last year
- The open-sourced Python toolbox for backdoor attacks and defenses.☆565Updated 3 weeks ago
- ☆10Updated 10 months ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆125Updated 8 months ago
- [ICLR2024] "Backdoor Federated Learning by Poisoning Backdoor-Critical Layers"☆38Updated 7 months ago
- Backdoor Stuff in AI/ ML domain☆27Updated this week
- ☆31Updated last year
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated last week
- ☆56Updated last month