Contact

Dr. Konrad Rieck
Machine Learning Group
Berlin Institute of Technology
Franklinstraße 28/29
10587 Berlin, Germany
Email: konrad.rieck at tu-berlin dot de
PGP key: A9BE7152 (4096R)
Blog: blog.mlsec.org
Phone: +49 30 314-78630 		Konrad Rieck

Resumé

I am a postdoc in the Machine Learning Group at Berlin Institute of Technology (TU Berlin). Prior to joining TU Berlin, I have been working at Fraunhofer Institute FIRST. I received a Diploma in computer science from Freie Universität Berlin in 2004 and a Ph.D. from TU Berlin in 2009.

My research interests lie in the areas of computer security and machine learning. This includes intrusion detection and prevention, analysis of malicious software and its communication, as well as efficient learning techniques for structured data (sequences, trees and graphs).

My Erdös Number is 3 (Müller|Rätsch|Sonnenburg > Jagota > Erdös).

Recent Publications

  • Botzilla: Detecting the "Phoning Home" of Malicious Software.

    Konrad Rieck, Guido Schwenk, Tobias Limmer, Thorsten Holz and Pavel Laskov.

    Proc. of 25th ACM Symposium on Applied Computing (SAC), March 2010 (to appear). [pdf]

  • TokDoc: A Self-Healing Web Application Firewall.

    Tammo Krueger, Christian Gehl, Konrad Rieck and Pavel Laskov.

    Proc. of 25th ACM Symposium on Applied Computing (SAC), March 2010 (to appear). [pdf]

  • Approximate Tree Kernels.

    Konrad Rieck, Tammo Krueger, Ulf Brefeld, Klaus-Robert Müller.

    Journal of Machine Learning Research. (JMLR), 11(Feb):555−580, Microtome, 2010. [pdf] 3

See all publications.

Professional Activites

PC member of

Reviewer for

 

 


Member of German Informatics Society (GI) and special interest group SIDAR.