2012

Intelligent Defense against Malicious JavaScript Code.
Tammo Krueger and Konrad Rieck.
Praxis der Informationsverarbeitung und Kommunikation (PIK), 35 (1) 54–60, April 2012. [pdf]

Support Vector Machines.
Konrad Rieck, Sören Sonnenburg, Sebastian Mika, Christian Schäfer, Pavel Laskov, David Tax and Klaus-Robert Müller.
Handbook of Computational Statistics, 2nd edition, Springer, 2012.

2011

Smart Metering De-Pseudonymization.
Marek Jawurek, Martin Johns and Konrad Rieck.
27th Annual Computer Security Applications Conference (ACSAC), December 2011. [pdf]

Adaptive Detection of Covert Communication in HTTP Requests.
Guido Schwenk and Konrad Rieck.
European Conference on Computer Network Defense (EC2ND), September 2011. [pdf]

Vulnerability Extrapolation: Assisted Discovery of Vulnerabilities using Machine Learning.
Fabian Yamaguchi, Felix Lindner and Konrad Rieck.
5th USENIX Workshop on Offensive Technologies (WOOT), August 2011. [pdf]

Similarity Measures for Sequential Data.
Konrad Rieck.
WIREs: Data Mining and Knowledge Discovery, 1 (4) 296–304, Wiley, July 2011. [pdf]

Computer Security and Machine Learning: Worst Enemies or Best Friends?.
Konrad Rieck.
DIMVA Workshop on Systems Security (SYSSEC), July 2011. [pdf]

Automatic Analysis of Malware Behavior using Machine Learning.
Konrad Rieck, Philipp Trinius, Carsten Willems and Thorsten Holz.
Journal of Computer Security (JCS), 19 (4) 639–668, IOSPress, June 2011. [pdf]

Self-Learning Network Intrusion Detection.
Konrad Rieck.
Information Technology (IT), 53 (3) 152–156, Oldenbourg, May 2011. [pdf]

2010

Cujo: Efficient Detection and Prevention of Drive-by-Download Attacks.
Konrad Rieck, Tammo Krueger and Andreas Dewald.
26th Annual Computer Security Applications Conference (ACSAC), 31–39, December 2010. [pdf]

Proceedings of 6th European Conference on Computer Network Defense.
Konrad Rieck (Ed.).
IEEE Computer Society, November 2010.

A Malware Instruction Set for Behavior-based Analysis.
Philipp Trinius, Carsten Willems, Thorsten Holz and Konrad Rieck.
Sicherheit 2010 (Sicherheit, Schutz und Verlässlichkeit), 205–216, October 2010. [pdf]

ASAP: Automatic Semantics-Aware Analysis of Network Payloads.
Tammo Krueger, Nicole Kraemer and Konrad Rieck.
ECML Workshop on Privacy and Security Issues in Machine Learning, September 2010. [pdf]

Botzilla: Detecting the “Phoning Home” of Malicious Software.
Konrad Rieck, Guido Schwenk, Tobias Limmer, Thorsten Holz and Pavel Laskov.
25th ACM Symposium on Applied Computing (SAC), 1978–1984, March 2010. [pdf]

TokDoc: A Self-Healing Web Application Firewall.
Tammo Krueger, Christian Gehl, Konrad Rieck and Pavel Laskov.
25th ACM Symposium on Applied Computing (SAC), 1846–1853, March 2010. [pdf]

Approximate Tree Kernels.
Konrad Rieck, Tammo Krueger, Ulf Brefeld and Klaus-Robert Müller.
Journal of Machine Learning Research (JMLR), 11 (Feb) 555–580, February 2010. [pdf]

FIPS: FIRST Intrusion Prevention System.
Ingmar Schuster, Tammo Krueger, Christian Gehl, Konrad Rieck and Pavel Laskov.
Technical report (FIRST 1/2010) February 2010. [pdf]

2009

Visualization and Explanation of Payload-Based Anomaly Detection.
Konrad Rieck and Pavel Laskov.
European Conference on Computer Network Defense (EC2ND), November 2009. [pdf]

Active Learning for Network Intrusion Detection.
Nico Görnitz, Marius Kloft, Konrad Rieck and Ulf Brefeld.
CCS Workshop on Security and Artificial Intelligence (AISEC), November 2009. [pdf]

Securing IMS against Novel Threats.
Stefan Wahl, Konrad Rieck, Pavel Laskov, Peter Domschitz and Klaus-Robert Müller.
Bell Labs Technical Journal, 14 (1) 243–257, Wiley, May 2009. [pdf]