I am an associate research scientist at Yale Computer Science. My research interests include cyber-physical systems, security, and autonomous systems. I received my Ph.D. degree in Computer Science from the University of Illinois at Urbana-Champaign and Bachelor’s degree in Computer Science and Engineering from Seoul National University. I am a recipient of Qualcomm Innovation Fellowship 2013Intel PhD Fellowship 2014, and Qualcomm Roberto Padovani Scholarship 2014.

 

Note to Prospective CPSC235/EENG245 (Spring 2020) Students

  • If you are not familiar with Python and Linux, please familiarize yourself with Python and Linux.
  • Please refer to the Spring 2019 course webpage to see what topics were covered. Spring 2020 will extend the topics.
  • (Tentative) We may add 3xx or 4xx course number for CS elective option (but don’t count on it).
  • Any suggestions are welcome.

Publications

[Journal/Conference Publications]

[Workshop Publications, Technical Reports, Patents]

  • Valerie Chen, Man-Ki Yoon, Zhong Shao, “Novelty Detection via Network Saliency in Visual-based Deep Learning,” in Dependable and Secure Machine Learning workshop co-located with the IEEE Conference on Dependable Systems and Networks (DSML 2019), Jun. 2019.
  • Yin Chen, Man Ki Yoon, Vinay Sridhara, “Methods and systems for detecting fake user interactions with a mobile device for improved malware protection,”U.S. Patent No. 9,875,357, Jan. 2018.
  • Subin Yi, Janghoon Ju, Man-Ki Yoon, Jaesik Choi, “Grouped Convolutional Neural Networks for Multivariate Time Series,” arXiv 1703.09938, Mar 2017.
  • Man Ki Yoon, Mastooreh Salajegheh, Mihai Christodorescu, Yin Chen, Vinay Sridhara, Rajarshi Gupta, “Data flow tracking via memory monitoring,” U.S. Patent No. 9,519,533, Dec. 2016.
  • Man-Ki Yoon, Gabriela F. Ciocarlie, “Communication Pattern Monitoring: Improving the Utility of Anomaly Detection for Industrial Control Systems,” in NDSS workshop on Security of Emerging Networking Technologies (SENT 2014), Feb. 2014.
  • Man-Ki Yoon, Jung-Eun Kim, Richard Bradford, Lui Sha, “Geometric Programming Based Optimization of Multiple Periodic Resources in Hierarchical Scheduling,” Technical report, Department of Computer Science, University of Illinois at Urbana-Champaign, May 2012.
  • Jung-Eun Kim, Man-Ki Yoon, Sungjin Im, Richard Bradford, Lui Sha, “Multi-IMA Partition Scheduling with Synchronized Solo-Partitions for Multi-Core Avionics Systems,” Technical report, Department of Computer Science, University of Illinois at Urbana-Champaign, May 2012.
  • Kyung-Joon Park, Man-Ki Yoon, Kyungtae Kang, Chang-Gun Lee, “Scheduling and Control Co-design under End-to-end Response Time Constraints in Cyber-Physical Systems,” in IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), pp. 762-767, Jun. 2011.
  • Man-Ki Yoon, Jung-Eun Kim, Lui Sha, “WCET-Aware Optimization of Shared Cache Partition and Bus Arbitration for Hard Real-Time Multicore Systems,” Technical report, Department of Computer Science, University of Illinois at Urbana-Champaign, May 2011.
  • Man-Ki Yoon, Jung-Eun Kim, Kyungtae Kang, Kyung-Joon Park, Min-Young Nam, Lui Sha, “End-to-End Delay Analysis of Wireless ECG over Cellular Networks,” in Proceedings of the 1st ACM InternationalWorkshop on Medical-grade Wireless Networks (WiMD), pp. 21-26, May 2009.
  • Jung-Eun Kim, Man-Ki Yoon, Junghee Han, Chang-Gun Lee, Eun Yong Ha, “Optimal Sensor Placement method for Construction of Ubiquitous Sensing Infra,” in Korea Computer Congress (KCC), Vol. 35, no. 1, pp. 313-317, Jun. 2008.
  • Min-Young Nam, Mhd Zaher Al-Sabbagh, Jung-Eun Kim, Man-Ki Yoon, Chang-Gun Lee, Eun Yong Ha. “A Real-Time Ubiquitous System: Real-Time Indoor Tracking of Humans and Objects for Assisted Living.” Technical Report, School of Computer Science and Engineering, Seoul National University, Aug. 2007.

[Thesis and Dissertation]

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