People

Rainer Bye

Dipl.-Inform.
Rainer ByeTelefon - Rainer Bye +49 30 - 314-74045
E-Mail - Rainer Bye E-Mail
 

Research Areas

Collaborative Security
(Distributed) Intrusion Detection
Computational Intelligence
Network Simulation

Current Projects

ADEWaS
NeSSi 2

Other Activities

Supervision of diploma/master/bachelor theses and seminar topics
Finished Projects: Malware Filtering, PMNO

Personal Note

Dipl.-Inform. Rainer Bye received the Diplom-Informatiker, comparable with int. master degree, in 2005 at Technische Universität Braunschweig. Currently he is working as a researcher and project leader at DAI-Labor at Technische Universität Berlin and pursuing his PhD. In addition, he supervises diploma/master/bachelor thesis and seminar topics within the scope of his research and is active in project acquisition. He worked on projects in Collaborative Intrusion Detection, Critical Infrastructure Security, Net-Centric Security and Network Security Simulation where NeSSi², the Network Security Simulator has been developed. His main area of research is Collaborative Intrusion & Malware Detection (CIMD), harnessing the benefits of collaborative methods for Intrusion Detection. This includes Peer-to-Peer Security, application of overlay networks for Security, Intrusion Detection, Network Simulation and Autonomous Security.

Publications

2013

Group-based IDS Collaboration Framework: A Case Study of the Artificial Immune System
Rainer Bye
In: Technische Universität Berlin; 2013

2011

Agent-based Network Security Simulation
Dennis Grunewald, Marco Lützenberger, Joël Chinnow, Rainer Bye, Karsten Bsufka and Sahin Albayrak
In: Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems 2011, Taipei, Taiwan, pp. 1325-1326; 2011

From Simulation to Emulation - An Integrated Approach for Network Security Evaluation
Martin Möller, Rainer Bye, Karsten Bsufka, Ahmet Camtepe and Sahin Albayrak
In: Workshop über IT-Sicherheit in kollaborativen und stark vernetzten Systemen (KSVS); 2011

Framework for Evaluating Collaborative Intrusion Detection Systems
Dennis Grunewald, Joël Chinnow, Rainer Bye, Ahmet Camtepe, Sahin Albayrak
In: Workshop über IT-Sicherheit in kollaborativen und stark vernetzten Systemen KSVS 2011; Berlin, Germany; 2011

Evaluation of Attacks and Countermeasures in Large Scale Networks
Joël Chinnow, Rainer Bye, Ahmet Camtepe, Karsten Bsufka, Sahin Albayrak
In: Workshop über IT-Sicherheit in kollaborativen und stark vernetzten Systemen KSVS 2011; Berlin, Germany; 2011

A Simulation Framework for Smart Meter Security Evaluation
Joël Chinnow, Karsten Bsufka, Aubrey-Derrick Schmidt, Rainer Bye, Seyit Ahmet Camtepe, Sahin Albayrak
In: IEEE International Conference on Smart Measurements for Future Grids, SMFG; 2011

2010

Application-level simulation for network security
Stephan Schmidt, Rainer Bye, Joel Chinnow, Karsten Bsufka, Ahmet Camtepe, Sahin Albayrak
In: Simulation: Transactions of The Society for Modeling and Simulation International; 2010

Optimization and Early-Warning in DSL Access Networks based on Simulation
Rainer Bye, Joël Chinnow, Jan Clausen, Karsten Bsufka, Sahin Albayrak
In: Third International Conference on Simulation Tools and Techniques for Communications, Networks and Systems, SimuTools 2010; 2010

Agent-based Decision Support: A Case-Study on DSL Access Networks
Karsten Bsufka, Rainer Bye, Joël Chinnow, Stephan Schmidt, and Leonid Batyuk
In: Proceedings of the Twenty-Second Innovative Applications of Artificial Intelligence Conference (IAAI-10), Association for the Advancement of Artificial Intelligence, 2010, pp. 1757-1762; 2010

Collaborative Intrusion Detection Framework: Characteristics, Adversarial Opportunities and Countermeasures
Rainer Bye, Seyit Ahmet Camtepe, Sahin Albayrak
In: CollSec 2010: Usenix Workshop on Collaborative Methods for Security and Privacy, http://www.usenix.org/events/collsec10/tech/full_papers/Bye.pdf; 2010

Teamworking for Security with CIMD: A Collaborative Approach to Intrusion Detection
Rainer Bye, Seyit Ahmet Camtepe, Sahin Albayrak
In: Poster Session, 19th USENIX Security Symposium, Washington D.C., http://www.usenix.org/events/sec10/poster.html; 2010

Teams Rather Than Individuals: Collaborative Intrusion Detection (Extended Abstract)
Rainer Bye, Seyit Ahmet Camtepe, Sahin Albayrak
In: Future Security, 5th Security Research Conference, Berlin; 2010; 2010

2009

Static Analysis of Executables for Collaborative Malware Detection on Android
Aubrey-Derrick Schmidt, Rainer Bye, Hans-Gunther Schmidt, Jan Hendrik Clausen, Osman Kiraz, Kamer A. Yüksel, Seyit Ahmet Camtepe, and Sahin Albayrak
In: IEEE International Conference on Communications (ICC) 2009, Dresden, Germany; 2009

Solving inherent problems of Anomaly Detection by Cooperation
Rainer Bye, Katja Luther,Seyit Ahmet Camtepe, Sahin Albayrak
2009

Design and Modeling of Collaboration Architecture for Security
Rainer Bye, Seyit Ahmet Camtepe, Sahin Albayrak
In: International Symposium on Collaborative Technologies and Systems; 2009

Teamworking for Security: The Collaborative Approach
Rainer Bye,Seyit Ahmet Camtepe, Sahin Albayrak
In: Information Science Reference; 2009

An Extensible Simulation Framework for Critical Infrastructure Security
Joël Chinnow, Rainer Bye, Stephan Schmidt, Karsten Bsufka, Seyit Ahmet Camtepe, Sahin Albayrak
2009

2008

Application-level simulation for network security
Rainer Bye, Stephan Schmidt, Katja Luther, Sahin Albayrak
In: First International Conference on Simulation Tools and Techniques for Communications, Networks and Systems, SimuTools 2008; 2008

Autonomous Security - Eine neuartige Architektur f?r netzwerkbasierte Intrusion Detection und Response
Sahin Albayrak, Katja Luther, Rainer Bye, Stephan Schmidt, Aubrey-Derrick Schmidt, Karsten Bsufka
In: 15. DFN Workshop Sicherheit in vernetzten Systemen; 2008

CIMD-Collaborative Intrusion and Malware Detection
Rainer Bye, Sahin Albayrak
2008

Monitoring Android for Collaborative Anomaly Detection: A First Architectural Draft
Aubrey-Derrick Schmidt, Rainer Bye, Hans-Gunther Schmidt, Kamer Ali Yüksel, Osman Kiraz, Jan Hendrik Clausen, Karsten Raddatz, Seyit Ahmet Camtepe, and Sahin Albayrak
2008

[Abstract] CIMD- Collaborative Intrusion and Malware Detection
Rainer Bye
In: Proceedings of the Third GI SIG SIDAR Graduate Workshop on Reactive Security (SPRING) 2008; 2008

2007

A Cooperative AIS Framework for Intrusion Detection
Katja Luther, Rainer Bye, Tansu Alpcan, Sahin Albayrak, Achim Müller
In: IEEE International Conference on Communications (ICC 2007); 2007

Decentralized Detector Generation in Cooperative Intrusion Detection Systems
Rainer Bye, Katja Luther, Seyit Ahmet Camtepe, Tansu Alpcan, Sahin Albayrak, Bülent Yener
In: Lecture Notes in Computer Science , Vol. 4838; 2007