gnipping / Awesome-ML-SP-PapersLinks
A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security and NDSS).
☆326Updated 2 months ago
Alternatives and similar repositories for Awesome-ML-SP-Papers
Users that are interested in Awesome-ML-SP-Papers 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- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆284Updated last year
- This Github repository summarizes a list of research papers on AI security from the four top academic conferences.☆172Updated 7 months ago
- ☆223Updated 5 months ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆231Updated last year
- A curated list of academic events on AI Security & Privacy☆167Updated last year
- ☆26Updated last year
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆302Updated 4 months ago
- ☆574Updated 6 months ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆194Updated 3 years ago
- ☆369Updated 2 weeks ago
- A list of recent papers about adversarial learning☆285Updated this week
- [NeurIPS 2025] BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models☆266Updated 2 months ago
- Composite Backdoor Attacks Against Large Language Models☆21Updated last year
- ☆68Updated 5 years ago
- [NDSS 2025] Official code for our paper "Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Wate…☆45Updated last year
- Papers I have collected and read in undergraduate and graduate period☆53Updated 2 years ago
- ☆151Updated last year
- [USENIX Security '24] An LLM-Assisted Easy-to-Trigger Backdoor Attack on Code Completion Models: Injecting Disguised Vulnerabilities agai…☆56Updated 9 months ago
- Code for ML Doctor☆92Updated last year
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆133Updated last year
- ☆27Updated 2 years ago
- Statistics of acceptance rate for the top conferences: Oakland, CCS, USENIX Security, NDSS.☆208Updated 3 months ago
- ☆19Updated 3 years ago
- [USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models☆223Updated 2 months ago
- Backdoor Stuff in AI/ ML domain☆34Updated last week
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆312Updated 5 years ago
- Some Conferences' accepted paper lists (including Network, Security, AI) 顶会近五年论文列表☆50Updated 3 months ago
- Code for paper "The Philosopher’s Stone: Trojaning Plugins of Large Language Models"☆26Updated last year
- The open-sourced Python toolbox for backdoor attacks and defenses.☆634Updated 3 months ago
- This is the source code for Data-free Backdoor. Our paper is accepted by the 32nd USENIX Security Symposium (USENIX Security 2023).☆34Updated 2 years ago