TY - CHAP A1 - Stenger, David A1 - Altherr, Lena A1 - Abel, Dirk T1 - Machine learning and metaheuristics for black-box optimization of product families: a case-study investigating solution quality vs. computational overhead T2 - Operations Research Proceedings 2018 N2 - In product development, numerous design decisions have to be made. Multi-domain virtual prototyping provides a variety of tools to assess technical feasibility of design options, however often requires substantial computational effort for just a single evaluation. A special challenge is therefore the optimal design of product families, which consist of a group of products derived from a common platform. Finding an optimal platform configuration (stating what is shared and what is individually designed for each product) and an optimal design of all products simultaneously leads to a mixed-integer nonlinear black-box optimization model. We present an optimization approach based on metamodels and a metaheuristic. To increase computational efficiency and solution quality, we compare different types of Gaussian process regression metamodels adapted from the domain of machine learning, and combine them with a genetic algorithm. We illustrate our approach on the example of a product family of electrical drives, and investigate the trade-off between solution quality and computational overhead. KW - Product family optimization KW - Mixed-integer nonlinear black-box optimization KW - Engineering optimization KW - Machine learning Y1 - 2019 SN - 978-3-030-18499-5 (Print) SN - 978-3-030-18500-8 (Online) U6 - http://dx.doi.org/10.1007/978-3-030-18500-8_47 SP - 379 EP - 385 PB - Springer CY - Cham ER - TY - CHAP A1 - Stender, Michael A1 - Ritz, Thomas T1 - Modeling of business-to-business mobile commerce processes T2 - Electronic proceedings / ICPR 17, 17th International Conference on Production Research [Blacksburg, Virginia, USA, August 3 - 7, 2003] Y1 - 2003 SN - 0-9721257-3-6 CY - Blacksburg, Va. ET - CD-ROM-Ausg. ER - TY - CHAP A1 - Stender, Michael A1 - Ritz, Thomas ED - Uhr, Wolfgang T1 - Überbetriebliche Ad-hoc-Anwendungsintegration im Mobile Business T2 - Wirtschaftsinformatik 2003 : Medien, Märkte, Mobilität: - Bd. 1 Y1 - 2003 SN - 3-7908-0111-9 SP - 103 EP - 118 PB - Physica-Verl. CY - Heidelberg ER - TY - JOUR A1 - Steinbauer, Gerald A1 - Ferrein, Alexander T1 - 20 Years of RoboCup JF - KI - Künstliche Intelligenz Y1 - 2016 U6 - http://dx.doi.org/10.1007/s13218-016-0442-z SN - 1610-1987 VL - 30 IS - 3-4 SP - 221 EP - 224 PB - Springer CY - Berlin ER - TY - CHAP A1 - Steinbauer, Gerald A1 - Ferrein, Alexander T1 - CogRob 2018 : Cognitive Robotics Workshop. Proceedings of the 11th Cognitive Robotics Workshop 2018 co-located with 16th International Conference on Principles of Knowledge Representation and Reasoning (KR 2018). Tempe, AZ, USA, October 27th, 2018. T2 - CEUR workshop proceedings Y1 - 2019 SN - 1613-0073 N1 - edited by Gerald Steinbauer, Alexander Ferrein IS - Vol-2325 ER - TY - JOUR A1 - Sommer, Angela M. A1 - Streckert, Joachim A1 - Bitz, Andreas A1 - Hansen, Volkert W. A1 - Lerchl, Alexander T1 - No effects of GSM-modulated 900 MHz electromagnetic fields on survival rate and spontaneous development of lymphoma in female AKR/J mice JF - BMC Cancer Y1 - 2004 U6 - http://dx.doi.org/10.1186/1471-2407-4-77 VL - 77 IS - 4 ER - TY - JOUR A1 - Sommer, Angela M. A1 - Bitz, Andreas A1 - Streckert, Joachim A1 - Hansen, Volkert W. A1 - Lerchl, Alexander T1 - Lymphoma development in mice chronically exposed to UMTS-modulated radiofrequency electromagnetic fields JF - Radiation Research Y1 - 2007 U6 - http://dx.doi.org/10.1667/RR0857.1 SN - 1938-5404 VL - 168 IS - 1 SP - 72 EP - 80 ER - TY - JOUR A1 - Siepmann, Thomas A1 - Schuh, G. A1 - Webersberger, P. T1 - Qualitätshandbuch und Prozesspläne im INTRANET / Schuh, G.; Webersberger, P.; Siepmann, Th. JF - Industrie-Management : Zeitschrift für industrielle Geschäftsprozesse (1997) Y1 - 1997 ER - TY - JOUR A1 - Siepmann, Thomas A1 - Schuh, G. A1 - Levering, V. T1 - Geschäftsprozesse gestalten – leicht gemacht / Schuh, G.; Siepmann, Th.; Levering, V. JF - Zeitschrift für wirtschaftlichen Fabrikbetrieb : ZWF (1998) Y1 - 1998 SP - 353 EP - 355 PB - Hanser CY - München ER - TY - JOUR A1 - Siepmann, Thomas A1 - Schuh, G. A1 - Levering, V. T1 - PROPLAN / Schuh, G.; Siepmann, Th.; Levering, V. JF - Handbook on architectures of information systems : with 24 tables / Peter Bernus ... (ed.) Y1 - 1998 SN - 3-540-64453-9 N1 - International handbooks on information systems ; 1 PB - Springer CY - Berlin [u.a.] ER - TY - JOUR A1 - Siepmann, Thomas A1 - Schuh, G. A1 - Keil, M. T1 - TELEflow – Eine Methode zum Reengineering von Prozessen in Wertschöpfungsnetzwerken / Schuh, G.; Siepmann, Th.; Keil, M. JF - Industrie-Management : Zeitschrift für industrielle Geschäftsprozesse (1997) Y1 - 1997 SP - 21 EP - 24 ER - TY - JOUR A1 - Siepmann, Thomas A1 - Schuh, G A1 - Jansen, T. T1 - Durch Middleware Standorte vernetzen / Schuh, G.; Siepmann, Th.; Jansen, T. JF - Zeitschrift für den wirtschaftlichen Fabrikbetrieb: ZFW (1997) Y1 - 1997 ER - TY - JOUR A1 - Siepmann, Thomas A1 - Rupietta, D. T1 - Closer to the customer with computerized product support JF - Technische Mitteilungen Krupp (1993) Y1 - 1993 CY - Essen ER - TY - JOUR A1 - Siepmann, Thomas A1 - Pfeiffer, J. A1 - Teichmann, W. T1 - Expertensystem zur spanenden Bearbeitung JF - Technische Mitteilungen Krupp (1988) Y1 - 1988 CY - Essen ER - TY - BOOK A1 - Siepmann, Thomas T1 - Reibmomente in Zylinderrollenlagern für Planetenräder Y1 - 1987 SN - 3-89194-068-8 N1 - Schriftenreihe / Ruhr-Universität Bochum, Fakultät für Maschinenbau, Institut für Konstruktionstechnik ; 87,4; Zugl.: Bochum, Univ., Diss., 1987 CY - Bochum ER - TY - JOUR A1 - Siepmann, Thomas T1 - Expertensysteme in der rechnerintegrierten Produktion JF - Einführung in die CIM-Praxis : rechnerintegrierte Produktion / hrsg. von Gerhard Neipp ... Y1 - 1991 SN - 3-18-401098-8 SP - 187 EP - 198 PB - VDI-Verl. CY - Düsseldorf ER - TY - JOUR A1 - Siepmann, Thomas T1 - Abschlußbericht zum Vorhaben Nr. 22/IV JF - Forschungsvereinigung Antriebstechnik: Forschungsreport Y1 - 1986 PB - FVA CY - Frankfurt/M. ER - TY - BOOK A1 - Siepmann, Thomas T1 - Modeller for Value Systems Y1 - 1997 PB - Erasmus Universiteit Rotterdam CY - Rotterdam ER - TY - JOUR A1 - Siepmann, Thomas T1 - Exploitation Plan of the TELEflow Project Y1 - 1999 N1 - 4th Framework Programme Report CY - Brussels ER - TY - CHAP A1 - Serror, Martin A1 - Henze, Martin A1 - Hack, Sacha A1 - Schuba, Marko A1 - Wehrle, Klaus T1 - Towards in-network security for smart homes T2 - 13th International Conference on Availability, Reliability and Security, ARES 2018; Hamburg; Germany; 27 August 2018 through 30 August 2018 Y1 - 2018 SN - 978-145036448-5 U6 - http://dx.doi.org/10.1145/3230833.3232802 SP - Article numer 3232802 ER - TY - JOUR A1 - Serror, Martin A1 - Hack, Sacha A1 - Henze, Martin A1 - Schuba, Marko A1 - Wehrle, Klaus T1 - Challenges and Opportunities in Securing the Industrial Internet of Things JF - IEEE Transactions on Industrial Informatics Y1 - 2021 U6 - http://dx.doi.org/10.1109/TII.2020.3023507 SN - 1941-0050 VL - 17 IS - 5 SP - 2985 EP - 2996 PB - IEEE CY - New York ER - TY - BOOK A1 - Seehausen, Gerhard T1 - Halbleiterschaltungstechnik Y1 - 2009 SN - 978-3-8325-2218-6 PB - Logos-Verl. CY - Berlin ER - TY - BOOK A1 - Seehausen, Gerhard T1 - Digitale Signalverarbeitung : Grundlagen / Gerhard H. F. Seehausen Y1 - 2008 SN - 3-86130-604-2 PB - Mainz CY - Aachen ER - TY - CHAP A1 - Schütz, P. A1 - Breuer, M. A1 - Höfken, Hans-Wilhelm A1 - Schuba, Marko T1 - Malware proof on mobile phone exhibits based on GSM/GPRS traces T2 - The Second International Conference on Cyber Security, Cyber Peacefare and Digital Forensic (CyberSec 2013) : 04.03. - 06.03.2013, Kuala Lumpur, Malaysia Y1 - 2013 SN - 978-0-9853483-7-3 SP - 89 EP - 96 PB - The Society of Digital Information and Wireless Communication ER - TY - CHAP A1 - Schänzle, Christian A1 - Altherr, Lena A1 - Ederer, Thorsten A1 - Pelz, Peter T1 - TOR – Towards the energetically optimal ventilation system KW - Energy KW - Efficiency KW - Ventilation System KW - Discrete Optimisation KW - TGA Y1 - 2015 N1 - EST 2015, Karlsruhe, 19-21 Mai 2015 ER - TY - CHAP A1 - Schänzle, Christian A1 - Altherr, Lena A1 - Ederer, Thorsten A1 - Lorenz, Ulf A1 - Pelz, Peter F. T1 - As good as it can be: Ventilation system design by a combined scaling and discrete optimization method T2 - Proceedings of FAN 2015 N2 - The understanding that optimized components do not automatically lead to energy-efficient systems sets the attention from the single component on the entire technical system. At TU Darmstadt, a new field of research named Technical Operations Research (TOR) has its origin. It combines mathematical and technical know-how for the optimal design of technical systems. We illustrate our optimization approach in a case study for the design of a ventilation system with the ambition to minimize the energy consumption for a temporal distribution of diverse load demands. By combining scaling laws with our optimization methods we find the optimal combination of fans and show the advantage of the use of multiple fans. Y1 - 2015 N1 - Proceedings of FAN 2015, Lyon (France), 15 – 17 April 2015 SP - 1 EP - 11 ER - TY - CHAP A1 - Schwarte, Rudolf A1 - Ringbeck, Thorsten A1 - [u.a.], ED - Krüger, Sven T1 - New Powerful Sensory Tool in Automotive Safety Systems Based on PMD-Technology T2 - Advanced microsystems for automotive applications 2000 Y1 - 2000 SN - 3-5406-7087-4 N1 - Advanced microsystems for automotive applications <4, 2000, Berlin> ; AMAA <4, 2000, Berlin> Autorenang. im Bd.: R. Schwarte et al. SP - 181 EP - 204 PB - Springer CY - Berlin [u.a.] ER - TY - JOUR A1 - Schwarte, Rudolf A1 - Heinol, Horst-Guenther A1 - Buxbaum, Bernd A1 - Xu, Zhanping A1 - Ringbeck, Thorsten A1 - [u.a.], T1 - Neuartige 3D-Visionssysteme auf der Basis Layout-optimierter PMD-Strukturen JF - Technisches Messen : tm ; Plattform für Methoden, Systeme und Anwendungen der Messtechnik ; Organ der AMA (Fachverband für Sensorik e.V.) und der NAMUR (Interessengemeinschaft Prozessleittechnik der Chemischen und Pharmazeutischen Industrie). - 65(1998), H. 7-8 Y1 - 1998 SN - 0340-837X SP - 264 EP - 271 PB - Oldenbourg CY - München ER - TY - CHAP A1 - Schwarte, Rudolf A1 - Heinol, Horst-Guenther A1 - Buxbaum, Bernd A1 - Ringbeck, Thorsten A1 - [u.a.], ED - Jähne, Bernd T1 - Principles of three-dimensional imaging techniques T2 - Sensors and imaging. - (Handbook of computer vision and applications ; Vol. 1) Y1 - 1999 SN - 0-12-379771-3 (Einzelbd.) SN - 0-12-379770-5 (Gesamtwerk) SP - 463 EP - 485 PB - Academic Press CY - San Diego ER - TY - CHAP A1 - Schwarte, Rudolf A1 - Buxbaum, Bernd A1 - Heinol, Horst-Guenther A1 - Xu, Zhanping A1 - Ringbeck, Thorsten A1 - Zang, Zhigang T1 - Novel 3D-vision systems based on layout optimized PMD-structures T2 - Proceedings / OPTO 98, Internationaler Kongress und Fachausstellung für Optische Sensorik, Messtechnik und Elektronik, 18. - 20. Mai 1998, Kongreßzentrum Erfurt Y1 - 1998 N1 - Internationaler Kongress und Fachausstellung für Optische Sensorik, Messtechnik & Elektronik <3, 1998, Erfurt> ; International Congress and Exhibition on Optoelectronics, Optical Sensors and Measuring Techniques <3, 1998, Erfurt> ; OPTO <3, 1998, Erfurt> SP - 197 EP - 202 PB - ACS Organisations GmbH CY - Wunsdorf ER - TY - CHAP A1 - Schwanke, Peter A1 - Höfken, Hans-Wilhelm A1 - Schuba, Marko T1 - Security Analysis of the ADS Protocol of a Beckhoff CX2020 PLC N2 - ICSs (Industrial Control Systems) and its subset SCADA systems (Supervisory Control and Data Acquisition) are getting exposed to a constant stream of new threats. The increasing importance of IT security in ICS requires viable methods to assess the security of ICS, its individual components, and its protocols. This paper presents a security analysis with focus on the communication protocols of a single PLC (Programmable Logic Controller). The PLC, a Beckhoff CX2020, is examined and new vulnerabilities of the system are revealed. Based on these findings recommendations are made to improve security of the Beckhoff system and its protocols. Y1 - 2017 N1 - International Conference on Computer, Network Security and Communication Engineering (CNSCE 2017), March 26-27, 2017, Bangkok, Thailand SP - 1 EP - 5 ER - TY - CHAP A1 - Schulte-Tigges, Joschua A1 - Matheis, Dominik A1 - Reke, Michael A1 - Walter, Thomas A1 - Kaszner, Daniel ED - Krömker, Heidi T1 - Demonstrating a V2X enabled system for transition of control and minimum risk manoeuvre when leaving the operational design domain T2 - HCII 2023: HCI in Mobility, Transport, and Automotive Systems N2 - Modern implementations of driver assistance systems are evolving from a pure driver assistance to a independently acting automation system. Still these systems are not covering the full vehicle usage range, also called operational design domain, which require the human driver as fall-back mechanism. Transition of control and potential minimum risk manoeuvres are currently research topics and will bridge the gap until full autonomous vehicles are available. The authors showed in a demonstration that the transition of control mechanisms can be further improved by usage of communication technology. Receiving the incident type and position information by usage of standardised vehicle to everything (V2X) messages can improve the driver safety and comfort level. The connected and automated vehicle’s software framework can take this information to plan areas where the driver should take back control by initiating a transition of control which can be followed by a minimum risk manoeuvre in case of an unresponsive driver. This transition of control has been implemented in a test vehicle and was presented to the public during the IEEE IV2022 (IEEE Intelligent Vehicle Symposium) in Aachen, Germany. KW - V2X KW - Transiton of Control KW - Minimum Risk Manoeuvre KW - Operational Design Domain KW - Connected Automated Vehicle Y1 - 2023 SN - 978-3-031-35677-3 (Print) SN - 978-3-031-35678-0 (Online) U6 - http://dx.doi.org/10.1007/978-3-031-35678-0_12 N1 - 5th International Conference, MobiTAS 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Copenhagen, Denmark, July 23–28, 2023. SP - 200 EP - 210 PB - Springer CY - Cham ER - TY - JOUR A1 - Schulte-Tigges, Joschua A1 - Förster, Marco A1 - Nikolovski, Gjorgji A1 - Reke, Michael A1 - Ferrein, Alexander A1 - Kaszner, Daniel A1 - Matheis, Dominik A1 - Walter, Thomas T1 - Benchmarking of various LiDAR sensors for use in self-driving vehicles in real-world environments JF - Sensors N2 - Abstract In this paper, we report on our benchmark results of the LiDAR sensors Livox Horizon, Robosense M1, Blickfeld Cube, Blickfeld Cube Range, Velodyne Velarray H800, and Innoviz Pro. The idea was to test the sensors in different typical scenarios that were defined with real-world use cases in mind, in order to find a sensor that meet the requirements of self-driving vehicles. For this, we defined static and dynamic benchmark scenarios. In the static scenarios, both LiDAR and the detection target do not move during the measurement. In dynamic scenarios, the LiDAR sensor was mounted on the vehicle which was driving toward the detection target. We tested all mentioned LiDAR sensors in both scenarios, show the results regarding the detection accuracy of the targets, and discuss their usefulness for deployment in self-driving cars. KW - Lidar KW - Benchmark KW - Self-driving Y1 - 2022 U6 - http://dx.doi.org/10.3390/s22197146 SN - 1424-8220 N1 - This article belongs to the Special Issue "Sensor Fusion for Vehicles Navigation and Robotic Systems" VL - 22 IS - 19 PB - MDPI CY - Basel ER - TY - CHAP A1 - Schubert, Nicole A1 - Schöning, Michael Josef T1 - 3. Graduiertentagung der FH Aachen T1 - 3rd Graduate Symposium N2 - Doktoranden der FH Aachen stellen ihre wissenschaftlichen Arbeiten aus verschiedenen Fachdisziplinen vor. T3 - Graduiertentagung / FH Aachen - 3 KW - Graduiertentagung Y1 - 2010 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:hbz:a96-opus-3386 ER - TY - JOUR A1 - Schubert, Nicole A1 - Scholl, Ingrid T1 - Comparing GPU-based multi-volume ray casting techniques JF - Computer Science - Research and Development Y1 - 2011 SN - 1865-2042 VL - 26 IS - 12 SP - 39 EP - 50 PB - Springer CY - Berlin ER - TY - JOUR A1 - Schuba, Marko A1 - Wrona, Konrad A1 - Zavagli, Guido T1 - Mobile Payments - State of the Art and Open Problems / Wrona, Konrad ; Schuba, Marko ; Zavagli, Guido JF - Electronic commerce : second international workshop ; proceedings / WELCOM 2001, Heidelberg, Germany, November 16-17, 2001. Ludger Fiege ... (ed.) Y1 - 2001 SN - 978-3-540-42878-7 N1 - Lecture Notes in Computer Science ; 2232 SP - 88 EP - 100 PB - Springer CY - Berlin ER - TY - JOUR A1 - Schuba, Marko A1 - Wrona, Konrad T1 - Electronic Commerce Transactions in a Wireless Environment / Schuba, Marko. ; Wrona, Konrad Y1 - 1999 N1 - IWTEC ´99 SP - 1 EP - 9 ER - TY - JOUR A1 - Schuba, Marko A1 - Wrona, Konrad T1 - Mobile Chip Electronic Commerce: Enabling Credit Card Payment for Mobile Devices / Schuba, Marko ; Wrona, Konrad Y1 - 2000 N1 - eBiz2000 Specialist Conference @ CommunicAsia2000, Singapore, June 2000 SP - 1 EP - 6 ER - TY - JOUR A1 - Schuba, Marko A1 - Wrona, Konrad T1 - Security for Mobile Commerce Applications / Schuba, Marko ; Wrona, Konrad Y1 - 2001 N1 - Multimedia, Internet, Video Technologies 2001 (MIV 2001), Malta, September 1-6, 2001 ; WSEAS Conference ; World Scientific and Engineering Academy and Society SP - 1 EP - 8 ER - TY - BOOK A1 - Schuba, Marko A1 - Spaniol, Otto A1 - Linnhoff-Popien, Claudia T1 - Rechnerstrukturen : Skript zur Vorlesung an der RWTH Aachen / Spaniol, Otto ; Linnhoff-Popien, Claudia ; Schuba, Marko Y1 - 1995 SN - 3-86073-147-5 N1 - Aachener Beiträge zur Informatik ; 11 PB - Verl. der Augustinus-Buchh. CY - Aachen ER - TY - JOUR A1 - Schuba, Marko A1 - Spaniol, Otto T1 - Interconnection of Local Area Networks via ATM / Spaniol, Otto ; Schuba, Marko JF - High performance networks for multimedia applications / edited by André Danthine ... Y1 - 1999 SN - 0-7923-8274-9 SP - 1 EP - 10 PB - Kluwer Academic Publ. CY - Dordrecht ER - TY - BOOK A1 - Schuba, Marko A1 - Schuba, Marko A1 - Reichl, Peter A1 - Schneider, Gaby T1 - Lokale Netze - Skript zur Vorlesung an der RWTH Aachen / Spaniol, Otto, Y1 - 1998 SN - 3-86073-721-X N1 - Aachener Beiträge zur Informatik ; 25 PB - Mainz CY - Aachen ER - TY - JOUR A1 - Schuba, Marko A1 - Schneider, Gaby A1 - Haverkort, Boudewijn R. T1 - QNA-MC: A Performance Evaluation Tool for Communication Networks with Multicast Data Streams / Schneider, G. ; Schuba, M. ; Haverkort, B. R. JF - Computer Performance Evaluation - Modelling Techniques and Tools / Puigjaner, Ramon (eds.) Y1 - 1998 SN - 3-540-64949-2 N1 - Lecture notes in computer science ; 1469 SP - 105 EP - 116 PB - Springer CY - Berlin ER - TY - JOUR A1 - Schuba, Marko A1 - Reichl, Peter A1 - Kesdogan, Dogan A1 - Junghärtchen, Klaus T1 - Simulative Performance Evaluation of the Temporary Pseudonym Method for Protecting Location Information in GSM Networks / Reichl, P. ; Kesdogan, D. ; Junghärtchen, K. ; Schuba, M. JF - Computer Performance Evaluation - Modelling Techniques and Tools / Puigjaner, Ramon (eds.) Y1 - 1998 SN - 3-540-64949-2 N1 - Lecture notes in computer science ; 1469 SP - 105 EP - 116 PB - Springer CY - Berlin ER - TY - JOUR A1 - Schuba, Marko A1 - Reichl, Peter A1 - Hoff, Simon T1 - How to Model Complex Periodic Traffic with TES / Reichl, Peter ; Schuba, Marko ; Hoff, Simon JF - Proc. of 13th United Kingdom Workshop on Performance Engineering, Edinburgh, UK, July 1997 Y1 - 1997 SP - 17/1 EP - 17/11 ER - TY - JOUR A1 - Schuba, Marko A1 - Reichl, Peter T1 - How to Place Connectionless Servers in ATM Networks / Schuba, Marko ; Reichl, Peter JF - Proc. of Fourth IFIP Workshop on Performance Modelling and Evaluation of ATM Networks Y1 - 1996 N1 - Fourth IFIP Workshop on Performance Modelling and Evaluation of ATM Networks, Ilkley, West Yorkshire, U.K., July 1996 SP - 09/1 EP - 09/10 ER - TY - JOUR A1 - Schuba, Marko A1 - Reichl, Peter T1 - On large-scale reliable multicast protocols / Schuba, M. ; Reichl, P. JF - 6th IEE Conference on Telecommunications Y1 - 1998 SN - 0-85296-700-4 N1 - Conf. Publ. No. 451 SP - 133 EP - 137 ER - TY - JOUR A1 - Schuba, Marko A1 - Reichl, Peter T1 - An Analysis of Retransmission Strategies for Reliable Multicast Protocols / Schuba, M. ; Reichl, P. JF - Performance of information and communication systems : IFIP TC 6,WG 6.3 Seventh International Conference on Performance of Information and Communication Systems (PICS '98), 25 - 28 May, Lund, Sweden / ed. by Ulf Körner ... Y1 - 1998 SN - 0-412-83730-7 SP - 1 EP - 12 PB - Chapman Hall CY - London ER - TY - BOOK A1 - Schuba, Marko A1 - Linnhoff-Popien, Claudia A1 - Reichl, Peter A1 - Schuba, Marko T1 - Systemprogrammierung : Skript zur Vorlesung an der RWTH Aachen / Otto Spaniol ... Y1 - 1996 SN - 3-86073-470-9 N1 - Aachener Beiträge zur Informatik ; 14 PB - Verl. der Augustinus-Buchh. CY - Aachen ER - TY - CHAP A1 - Schuba, Marko A1 - Höfken, Hans-Wilhelm A1 - Linzbach, Sophie T1 - An ICS Honeynet for Detecting and Analyzing Cyberattacks in Industrial Plants T2 - 2021 International Conference on Electrical, Computer and Energy Technologies (ICECET) N2 - Cybersecurity of Industrial Control Systems (ICS) is an important issue, as ICS incidents may have a direct impact on safety of people or the environment. At the same time the awareness and knowledge about cybersecurity, particularly in the context of ICS, is alarmingly low. Industrial honeypots offer a cheap and easy to implement way to raise cybersecurity awareness and to educate ICS staff about typical attack patterns. When integrated in a productive network, industrial honeypots may not only reveal attackers early but may also distract them from the actual important systems of the network. Implementing multiple honeypots as a honeynet, the systems can be used to emulate or simulate a whole Industrial Control System. This paper describes a network of honeypots emulating HTTP, SNMP, S7communication and the Modbus protocol using Conpot, IMUNES and SNAP7. The nodes mimic SIMATIC S7 programmable logic controllers (PLCs) which are widely used across the globe. The deployed honeypots' features will be compared with the features of real SIMATIC S7 PLCs. Furthermore, the honeynet has been made publicly available for ten days and occurring cyberattacks have been analyzed KW - Conpot KW - honeypot KW - honeynet KW - ICS KW - cybersecurity Y1 - 2022 SN - 978-1-6654-4231-2 SN - 978-1-6654-4232-9 U6 - http://dx.doi.org/10.1109/ICECET52533.2021.9698746 N1 - 2021 International Conference on Electrical, Computer and Energy Technologies (ICECET). 09-10 December 2021. Cape Town, South Africa. PB - IEEE ER -