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).
☆310Updated 3 weeks 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- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆280Updated 10 months ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆229Updated last year
- ☆224Updated 3 months ago
- This Github repository summarizes a list of research papers on AI security from the four top academic conferences.☆170Updated 6 months ago
- ☆26Updated last year
- ☆363Updated last month
- A curated list of academic events on AI Security & Privacy☆166Updated last year
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆302Updated 3 months ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆191Updated 3 years 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
- ☆564Updated 5 months ago
- ☆68Updated 5 years ago
- Code for ML Doctor☆91Updated last year
- ☆19Updated 3 years ago
- A list of recent papers about adversarial learning☆257Updated this week
- Statistics of acceptance rate for the top conferences: Oakland, CCS, USENIX Security, NDSS.☆206Updated last month
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆311Updated 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
- Composite Backdoor Attacks Against Large Language Models☆20Updated last year
- [NeurIPS 2025] BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models☆254Updated last month
- Papers I have collected and read in undergraduate and graduate period☆52Updated 2 years ago
- ☆149Updated last year
- Some Conferences' accepted paper lists (including Network, Security, AI) 顶会近五年论文列表☆37Updated last month
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆51Updated 3 years ago
- SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification☆13Updated 6 months ago
- ☆25Updated 2 years ago
- Text-CRS: A Generalized Certified Robustness Framework against Textual Adversarial Attacks (IEEE S&P 2024)☆34Updated 5 months ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆129Updated last year
- The open-sourced Python toolbox for backdoor attacks and defenses.☆615Updated 2 months ago
- Code for paper "The Philosopher’s Stone: Trojaning Plugins of Large Language Models"☆25Updated last year