Personal list of researchers or groups in the field of Adversarial Machine Learning
Jupyter Notebook
AML-Leaders
Disclaimer
This is a list of research groups and notable researchers in the field of Adversarial Machine Learning that I personally find interesting.
It is important to note that this list is by no means exhaustive, nor is it intended to serve as a definitive ranking.
Its purpose was to provide a curated selection of resources for reference or exploration (I was searching for an internship :).
Therefore, please be gentle with me, any suggestions are welcome.
Groups or leaders and their useful resources
The Table below can be found in AML-People-Group.csv and is generated by the command
Updated on 2023-06-01. There are total 7158 papers in the list.
Total individual authors: 18130
Total papers: 7158
Who has published most: Bo Li with 93 papers
Who has published most as first-author: Jinyin Chen with 20 papers
--- Top-10 authors ---
Bo Li 93
Pin-Yu Chen 84
Cho-Jui Hsieh 75
Jun Zhu 59
Sijia Liu 56
Hang Su 51
Yang Liu 46
Battista Biggio 44
Soheil Feizi 44
Huan Zhang 40
--- Top-10 first author ---
Jinyin Chen 20
Nicholas Carlini 18
Francesco Croce 13
Yinpeng Dong 13
Nicolas Papernot 11
Jinyuan Jia 10
Mingfu Xue 10
Chawin Sitawarin 10
Ali Borji 10
Muzammal Naseer 10
TODO
Automatically search all affiliations and generate a list of affiliations. It would be helpful for people to find internships.