Faculty Directory
Wonjun Lee

Wonjun
Lee

Assistant Professor of Artificial Intelligence

Ph.D., Purdue University, 2011
MS, Purdue University, 2002
BA, Korea University, 2000

Research Interests

Major research areas focus on designing AI-based analytics platform to provide intelligent analysis (AI) capability to multidiscipline. Working towards to create knowledge-based response systems for information and communication systems (ICS) inspired by human immunology. Since majority of cloud-based ICS are based on lightweight operating system level virtualization and microservice architecture, my research examines highly scalable and automatically responding approaches in different AI models. Currently, working together with researchers from multiple institutes including NOAA, University of Texas at San Antonio (UTSA), Auburn University, and University of Georgia to develop AI analytics platform.

Participated in AI projects applying deep learning models such as recurrent and convolutional neural networks to existing research areas including analysis of malign network traffic and privacy issues of Internet of Things (IoT) home devices while worked at UTSA. As a principal researcher at Samsung, I involved many interesting cyber security projects including mobile app penetration and cloud computing assessment.

 

Teaching Interests

Teaches courses in security analytics, deep learning, information security, and some programming courses including Linux system programming, C++, and Python.

  • W. Bazuhair, W. Lee, “Detecting Malign Encrypted Network Traffic Using Perlin Noise and Convolutional Neural Network”, Proceedings of the 10th IEEE Annual Computing and Communication Workshop and Conference (CCWC-20), Las Vegas, NV. Jan. 2020
  • H. Yoon, Y. Chung, M. Lee, W. Lee, N. S. Alexander, “Apparatus and Method for Detecting Container Rootkit”, US 2019/0286820 A1, KR 10-2018-0102796 Sep. 2019
  • A. R. H. Coronado, W. Lee, “Are We Referring to the Same x86_64?: Detection of Cache Events on AMD’s Zen Micro-architecture”, Proceedings of the 39th International Conference on Distributed Computing Systems Workshop (ICDCS-19), Dallas, TX. Jul. 2019
wonjun.lee@yu.edu
646-592-4733

Beren campus - 205 Lexington Ave

205 Lexington Ave, Fl 6, New York, NY 10016

MEDIA RELATIONS

To request an interview, please contact Media Relations at 212-960-5400 x5488 or publicaffairs@yu.edu