Project

Data Mining for Computer Networks Security

Keywords: network security; intrusion detection; outlier detection; streaming data; alert analysis; message authentication
Status: In progress


People on this project:


Michael Heigl


E-mail: heigl@kiv.zcu.cz

Michael is currently working as a research associate at the institute ProtectIT at the Deggendorf Institute of Technology and holds a Ph.D. degree from the University of West Bohemia for his dissertation on machine learning enhanced network-based anomaly detection. He is specialized in improving outlier detection methods for streaming data applications.

Dalibor Fiala


Phone: +420 377 63 2429
E-mail: dalfia@kiv.zcu.cz
WWW: http://www.kiv.zcu.cz/~dalfia/

Dalibor is the research group coordinator and an associate professor at the Department of Computer Science and Engineering at the University of West Bohemia in Pilsen, Czech Republic. He is interested in data mining, web mining, information retrieval, informetrics, and information science.

Publications:


Publication

A Lightweight Quantum-Safe Security Concept for Wireless Sensor Network Communication

Authors:  Michael Heigl, Martin Schramm, Dalibor Fiala
Source:Proc. of the 2019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), Kyoto, Japan, pp. 906-911, 2019. (ISBN 978-1-5386-9150-2)
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Publication

Comparison of Energy-Efficient Key Management Protocols for Wireless Sensor Networks

Authors:  Laurin Doerr, Michael Heigl, Dalibor Fiala, Martin Schramm
Source:Proc. of the 2019 International Electronics Communication Conference, Okinawa, Japan, pp. 21-26, 2019. (ISBN 978-1-4503-7177-3)
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Publication

On the Energy Consumption of Quantum-resistant Cryptographic Software Implementations Suitable for Wireless Sensor Networks

Authors:  Michael Heigl, Laurin Doerr, Martin Schramm, Dalibor Fiala
Source:Proc. 16th International Joint Conference on e-Business and Telecommunications (SECRYPT), Prague, Czech Republic, pp. 72-83, 2019. (ISBN 978-989-758-378-0)
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Publication

Incident Reaction Based on Intrusion DetectionsÔÇÖ Alert Analysis

Authors:  Michael Heigl, Laurin Doerr, Amar Almaini, Dalibor Fiala, Martin Schramm
Source:Proc. 23rd International Conference on Applied Electronics, Pilsen, Czech Republic, pp. 45-50, 2018. (ISBN 978-80-261-0721-7)
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Publication

Assessment Simulation Model for Uncoupled Message Authentication

Authors:  Laurin Doerr, Dalibor Fiala, Michael Heigl, Martin Schramm
Source:Proc. 22nd International Conference on Applied Electronics, Pilsen, Czech Republic, pp. 45-48, 2017. (ISBN 978-80-261-0641-8)
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