My research interests focus on cyber-physical systems, security, and machine learning in collaboration with Prof. Insup Lee and Prof. James Weimer at University of Pennsylvania.

I received Bachelor's Degree in Computer Science from Seoul National University in 2010 under the mentorship of Prof. Byoung-Tak Zhang and Prof. Jehee Lee. I continued my graduate studies and received a Master's Degree in Electrical and Computer Engineering from Seoul National University in 2012 under the supervision of Prof. Kyoung Mu Lee.

Email: sangdonp@cis.upenn.edu

Publications

Conference

Resilient Linear Classification: An Approach to Deal with Attacks on Training Data
Sangdon Park, James Weimer, and Insup Lee
International Conference on Cyber-Physical Systems (ICCPS 2017)
PDF, arXiv, BibTex, DOI


Integrated Intelligence for Human Robot Teams
Jean Oh, Thomas Howard, Matthew Walter, Daniel Barber, Menglong Zhu, Sangdon Park, Arne Suppe, Luis NavarroSerment, Felix Duvallet, Abdeslam Boularias, Oscar Romero, Jerry Vinokurov, Terence Keegan, Robert Dean, Craig Lennon, Barry Bodt, Marshal Childers, Jianbo Shi, Kostas Daniilidis, Nicholas Roy, Christian Lebiere, Martial Hebert, and Anthony Stentz
International Symposium on Experimental Robotics (ISER 2016)
PDF, DOI


Abnormal Object Detection by Canonical Scene-based Contextual Model
Sangdon Park, Wonsik Kim, and Kyoung Mu Lee
European Conference on Computer Vision (ECCV 2012)
PDF, BibTex, Project Page, Code, Dataset

Thesis

Sangdon Park, "Abnormal Object Detection by Transformed-Canonical Scene Generation," M.S. thesis, Seoul National University, Aug. 2012.
Distinguished Dissertation Award


Sangdon Park, "Behavioral Intelligence for Crowd Avatar in 3D Virtual Worlds," B.S. thesis, Seoul National University, Feb. 2010.