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BumJun Kwon

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I am a young professional in Data Driven Cyber Security, currently doing my Ph.D at the University of Maryland College Park. I enjoy finding hidden relationships from the underground economy and applying graph algorithms that could reveal these dependencies among the malicious entities. Besides research, my current interests include cooking, bouldering, and photography. Check my Instagram page if you share the same interest!

Education

University of Maryland, College Park

Ph.D Student in Electrical and Computer Engineering
Maryland Cyber Security Center (MC2)
Advisor: Tudor Dumitras

Yokohama National University

Bachelor in Electrical Engineering and Computer Science
Advisor: Atsuo Kawamura

Publications

Certified Malware: Measuring Breaches of Trust in the Windows Code-Signing PKI

[link]

D.Kim, B.Kwon, and T.Dumitras
Proceedings of the 2017 ACM conference on Computer and Communications Security, CCS 2017 [151/836 (18.1%)]

Catching Worms, Trojan Horses and PuPs: Unsupervised Detection of Silent Delivery Campaigns

[link]

B.Kwon, V.Srinivas, A.Deshpande, and T.Dumitras
24th Annual Network and Distributed System Security Symposium, NDSS 2017 [68/423 (16.1%)]

The Dropper Effect: Insights into Malware Distribution with Downloader Graph Analytics

[link]

B.Kwon, J.Mondal, J.Jang, L.Bilge, and T.Dumitras
Proceedings of the 2015 ACM conference on Computer and Communications Security, CCS 2015 [128/660 (19.4%)]

Research Experience

Maryland Cybersecurity Center, University of Maryland, College park, Maryland, USA


Graduate Research Assistant, Nov. 2013-Present

  • My research focus is on data driven security, graph analytics.
  • Currently having supervision by professor Tudor Dumitras.

Kawamura Lab, Yokohama National University, Yokohama, Japan


Undergraduate Researcher, Apr. 2012 - Mar. 2013

  • Developed a grasping/manipulating system simulation platform.
  • Supervised by professor Atsuo Kawamura.
Work Experience

IBM Research, Yorktown Heights, New York, USA


Summer Internship, Jun. 2016 - Aug. 2016

  • Worked with the security services group.
  • Developed a system to detect synchronized attacks from the enterprise proxy logs.

Symantec, Culver City, California, USA


Summer Internship, Jun. 2014 - Aug. 2014

  • At Symantec Research Labs, my task was to fix the WINE loading process.
  • Mainly dealt with Greenplum.