Yilin KangAssistant Professor Purple Mountain Laboratories Email: kangyilin@pmlabs.com.cn |
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About me
I received my PhD degree in Cyber Security from the University of Chinese Academy of Sciences (UCAS), 2023, Beijing, China;
I am currently an assistant professor at Purple Mountain Laboratories, Nanjing, China.
Research Interests
Differential Privacy, Machine Learning, Algorithmic Stability Theory, Cyber Security, Endogenous Safety and Security
Recent News
Towards Sharper Excess Risk Bounds for Differentially Private Pairwise Learning
Yilin Kang, Jian Li*, Yong Liu, Weiping Wang. Neurocomputing (Top, JCR Q1, CCF-C), 2024.
Sharper Utility Bounds for Differentially Private Models: Smooth and Non-smooth
Yilin Kang, Yong Liu*, Jian Li, Weiping Wang. CIKM 2022 (Top, CCF-B).
Weighted Distributed Differential Privacy ERM: Convex and Non-convex
Yilin Kang, Yong Liu*, Ben Niu, Weiping Wang. Computers & Security (JCR Q1, CCF-B), 2021.
A Differentially Private Framework for the Dynamic Heterogeneous Redundant Architecture System in Cyberspace
Yilin Kang, Qiao Zhang, Bingbing Jiang*, Youjun Bu. Electronics (JCR Q2), 2024.
Threat Hunting Architecture for Electric Internet of Things: Redundancy, Diversity, Dynamism and Machine Learning
Congcong Zhan, Shanyi Xie, Yilin Kang*, Yan Li, Caiyan Nong, Xianjun Hu, ICPRE 2024 (EI).
Cyber Resilience based Threat Hunting for Electric Internet of Things
Shanyi Xie, Xingwang Li, Yilin Kang*, Gang Zhou, Congcong Zhan, Xianjun Hu, ICCC 2024 (EI).
Data Heterogeneity Differential Privacy: From Theory to Algorithm
Yilin Kang, Jian Li*, Yong Liu, Weiping Wang. ICCS 2023.
Apr 11, 2022. A paper titled ‘Stability and Generalization of Differentially Private Minimax Problems’ was submitted to arXiv, 2022.