杨欢副研究员

副研究员

51五湖四取四海之财

Email:yoh16897188@qq.com

个人简介

杨欢，副研究员，于2019年获得美国理海大学计算机工程专业博士学位并加入51五湖四取四海之财参与教学与科研工作，现为智能感知与信息处理团队成员，主要研究领域为信息物理系统性能分析优化、信息安全等，在相关领域发表会议、期刊论文11篇。

研究领域

理论研究方面，主要围绕信息物理系统（CPS, Cyber-Physical Systems）的性能分析与设计优化展开，主要包括以下两个方向：

信息物理系统性能分析理论与模型（目前主要研究网络演算理论）；

特定应用的（application-specific/domain-specific）系统性能优化设计与实现（目前主要关注工业互联网与物联网相关应用）；

在应用技术方面，基于机器学习理论，对设计信息物理系统的信息安全解决方案、设计专业文本的智能识别与处理方法等，也开展了相关工作。

主要荣誉

优秀博士生奖学金（Dean’s Doctoral Assistantship），理海大学工程与应用科学学院，2013至2014学年度。

代表性论文

[1]Huan Yang, Liang Cheng, and Mooi Choo Chuah. “Deep-Learning-Based Network Intrusion Detection for SCADA Systems”. In: International Workshop on Cyber-Physical Systems Security (CPS-Sec), part of IEEE CNS 2019. June 2019, pp. 1–7.

[2]Huan Yang and Liang Cheng. “Bounding Network-Induced Delays of Wireless PRP Infrastructure for Industrial Control Systems”. In: 2019 IEEE International Conference on Communications (ICC). May 2019, pp. 1–7.

[3] Huan Yang, Liang Cheng, and Mooi Choo Chuah. “Detecting Payload Attacks on Programmable Logic Controllers (PLCs)”. In: 2018 IEEE Conference on Communications and Network Security (CNS). May 2018, pp. 1–9. doi: 10.1109/CNS.2018.8433146.·

[4] Huan Yang, Liang Cheng, and Xiaoguang Ma. “Analyzing Worst-Case Delay Performance of IEC 61850-9-2 Process Bus Networks Using Measurements and Network Calculus”. In: Proceedings of the Eighth International Conference on Future Energy Systems (e-Energy ’17). ACM, May 2017, pp. 12–22. doi: 10.1145/3077839.3077856.

[5] Huan Yang, Liang Cheng, and Mooi Choo Chuah. “Evaluation of Utility-Privacy Trade-Offs of Data Manipulation Techniques for Smart Metering”. In: International Workshop on Cyber-Physical Systems Security (CPS-Sec), part of IEEE CNS 2016. Oct. 2016, pp. 396–400. doi: 10.1109/CNS.2016.7860526.

代表性项目

Delay Performance Analysis of Network Infrastructure of Cyber-Physical Systems（美国自然科学基金项目），以Research Assistant（助理研究员）身份参与预研、申请并承担部分科研任务。

Biography

Huan Yang obtained his Ph.D. in Computer Engineering from Lehigh University and joined the School of Software at South China Normal University (SCNU) in 2019. Currently, as a member of the IntelliSense and Information Processing Lab, his research areas include network-calculus-based performance analysis and design of cyber-physical systems (e.g., industrial control systems and the Internet of Things), cybersecurity for cyber-physical systems, and machine-learning-based image processing.