Archived website.
Project ended 2018.

INDI

Intelligent Intrusion Detection Systems for Industrial Networks

Publications


2018

Attack and Fault Detection in Process Control Communication Using Unsupervised Machine Learning.
Franka Schuster, Fabian Malte Kopp, Andreas Paul and Hartmut König.
Proc. of 16th IEEE International Conference on Industrial Informatics (INDIN), July 2018.

ZOE: Content-based Anomaly Detection for Industrial Control Systems.
Christian Wressnegger, Ansgar Kellner and Konrad Rieck.
Proc. of 48th Conference on Dependable Systems and Networks (DSN), June 2017.
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2017

Messung der technischen IT-Sicherheit in Energieversorgungsanlagen zur Erfüllung des IT-Sicherheitsgesetzes
Franka Schuster, Andreas Paul and Hartmut König.
International Journal for Electricy and Heat Generation, VGB Powertech, 76-82, 2017.

64-bit Migration Vulnerabilities.
Christian Wressnegger, Fabian Yamaguchi, Alwin Maier and Konrad Rieck.
Information Technology (IT), De Gruyter, April 2017.
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2016

Network Topology Exploration for Industrial Networks.
Andreas Paul, Franka Schuster, and Hartmut König.
EAI International Conference on Industrial Networks and Intelligent Systems (INISCOM), October 2016.
→ DOI

Angriffsziel Kraftwerk – IT-Sicherheit von Prozessleitsystemen in Erzeugungsanlagen.
Heiko Kanisch und Dietmar Haake.
48. Kraftwerkstechnisches Kolloquium, October 2016.

Twice the Bits, Twice the Trouble: Vulnerabilities Induced by Migrating to 64-Bit Platforms.
Christian Wressnegger, Fabian Yamaguchi, Alwin Maier and Konrad Rieck.
Proc. of 23rd ACM Conference on Computer and Communications Security (CCS), October 2016.
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Harry: A Tool for Measuring String Similarity.
Konrad Rieck and Christian Wressnegger.
Journal of Machine Learning Research (JMLR), March  2016.
→ Paper, → Website


2015

Potentials of Using One-class SVM for Detecting Protocol-Specific Anomalies in Industrial Networks.
Franka Schuster, Andreas Paul, Rene Rietz, and Hartmut König.
Proc. of IEEE Symposium on Computational Intelligence in Cyber Security (CICS), December 2015.
→ DOI

Pulsar: Stateful Black-Box Fuzzing of Proprietary Network Protocols.
Hugo Gascon, Christian Wressnegger, Fabian Yamaguchi, Daniel Arp, and Konrad Rieck.
Proc. of International Conference on Security and Privacy in Communication Networks (SECURECOMM), October 2015.
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