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Publications

2024

R. Bolboacă, P. Haller Enhanced long short-term memory architectures for chaotic systems modeling: An extensive study on the Lorenz system , Chaos 34, American Institute of Physics (2024). This article may be downloaded here for personal use only. Any other use requires prior permission of the author and AIP Publishing. This article appeared in Chaos Journal and may be found here.

R. Bolboacă, P. Haller, B. Genge Feature analysis and ensemble-based fault detection techniques for nonlinear systems , Neural Comput & Applications (2024).

A-S. Roman, B. Genge, P. Haller, Balancing Privacy and Utility in Multivariate Time-Series Classication , 19th International Workshop on Data Privacy Management.

A-S. Roman, B. Genge, R. Bolboacă, Privacy-Oriented Feature Selection for Multivariate Time Series Classification , 28th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, Procedia Computer Science, Volume 246, 2024, Pages 500-509, ISSN 1877-0509.

R. Bolboacă, P. Haller, B. Genge, Evaluation Techniques for Long Short-Term Memory Models: Overfitting Analysis and Handling Missing Values , Advances and Trends in Artificial Intelligence. Theory and Applications. IEA/AIE 2024. Lecture Notes in Computer Science, vol 14748. Springer, Singapore. (Preprint)

R. Bolboacă, B. Genge, Unsupervised Outlier Detection in Continuous Nonlinear Systems: Hybrid Approaches with Autoencoders and One-Class SVMs , The 17th International Conference Interdisciplinarity in Engineering. Inter-ENG 2023. Lecture Notes in Networks and Systems, vol 929. Springer, Cham. (Preprint)

D. Oroian, R. Bolboacă, A-S. Roman, V. Dobrota Network Intrusion Detection System Using Anomaly Detection Techniques , 2024 IEEE 20th International Conference on Intelligent Computer Communication and Processing (ICCP), Cluj-Napoca, Romania, 2024. (Preprint)

T. Lenard, A. Collen, N-A. Nijdam, Using the Trusted Platform Module to Generate Secure Logs for Automotive Systems , 2024 IEEE 20th International Conference on Intelligent Computer Communication and Processing (ICCP), Cluj-Napoca, Romania, 2024.

2023

I. Pădurean, B. Genge, Intelligent Driver Identification System , The 17th International Conference Interdisciplinarity in Engineering. Inter-ENG 2023. Lecture Notes in Networks and Systems, vol 929. Springer, Cham.

T. Lenard, A Tale of Two Automotive Security Services: A Formal Analysis , The 17th International Conference Interdisciplinarity in Engineering. Inter-ENG 2023. Lecture Notes in Networks and Systems, vol 929. Springer, Cham.

T. Lenard, B. Genge, A. Collen, N-A. Nijdam, LOKI-2: An Improved Lightweight Cryptographic Key Distribution Protocol for Automotive Systems , 2023 IEEE 19th International Conference on Intelligent Computer Communication and Processing (ICCP), Cluj-Napoca, Romania, 2023, pp. 255-262.

A-S. Roman, B. Genge, A Differential Privacy-Based Approach for Protecting Crowdsourced WiFi RSS Data , 2023 IEEE 19th International Conference on Intelligent Computer Communication and Processing (ICCP), Cluj-Napoca, Romania, 2023, pp. 255-262.

T. Lenard, A. Collen, N-A. Nijdam, B. Genge, A Key to Embedded System Security: Locking and Unlocking Secrets with a Trusted Platform Module , 2023 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW).

T. Lenard, A. Collen, M. Benyahya, N-A. Nijdam, B. Genge, Exploring Trust Modeling and Management Techniques in the Context of Distributed Wireless Networks: A Literature Review , IEEE Access.

A-S. Roman, Evaluating the Privacy and Utility of Time-Series Data Perturbation Algorithms , Mathematics 2023.

R. Bolboacă, P. Haller, Performance Analysis of Long Short-Term Memory Predictive Neural Networks on Time Series Data , Mathematics 2023.

B. Genge, P. Haller, AS. Roman, E-APTDetect: Early Advanced Persistent Threat Detection in Critical Infrastructures with Dynamic Attestation , Applied Sciences 2023.

T. Lenard, B. Genge, P. Haller, A. Collen, N-A. Nijdam An Automotive Reference Testbed with Trusted Security Services , Electronics 2023.

2022

A-S. Roman, Dynamic Utility-Improving Time Series Data Perturbation Framework , The 16th International Conference Interdisciplinarity in Engineering. Inter-Eng 2022. Lecture Notes in Networks and Systems, vol 605. Springer, Cham.

R. Bolboacă, Adaptive Ensemble Methods for Tampering Detection in Automotive Aftertreatment Systems, IEEE Access, vol. 10, pp. 105497-105517, 2022.

R. Bolboacă, P. Haller, D. Kontses, A. Papageorgiu-Koutoulas, S. Doulgeris, N. Zingopis, Z. Samaras, Tampering Detection for Automotive Exhaust Aftertreatment Systems using Long Short-Term Memory Predictive Networks, ACSW'22 Workshop on Automotive Cyber Security, 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), 2022, pp. 358-367, June 2022.(PDF)

P. Haller, B. Genge, F. Forloni, G. Baldini, M. Carriero, G. Fontaras, VetaDetect: Vehicle tampering detection with closed-loop model ensemble, International Journal of Critical Infrastructure Protection, Volume 37, 2022, 100525, ISSN 1874-5482.

2021

P. Szabo, B. Genge, "Efficient Behavior Prediction Based on User Events", Journal of Communications Software and Systems, vol.17, br. 2, str. 134-142, 2021.

A-S. Roman, B. Genge, A-V. Duka, and P Haller. 2021. Privacy-Preserving Tampering Detection in Automotive Systems Electronics 10, no. 24: 3161.

T. Lenard, R. Bolboacă, A Statefull Firewall and Intrusion Detection System Enforced with Secure Logging for Controller Area Network. European Interdisciplinary Cybersecurity Conference. Association for Computing Machinery, New York, NY, USA, 39-45, 2021.(PDF)

B. Genge, P. Haller, Cryptographic Key Distribution Protocol with Trusted Platform Module for Securing In-vehicle Communications, 2021 Interdisciplinarity in Engineering, Targu Mures, Romania, Springer Lecture Notes in Networks and Systems, Oct. 2021, pp. 796-807, First Online: 02 February 2022.(PDF)

2020

T. Lenard, R. Bolboacă, B. Genge, LOKI: A Lightweight Cryptographic Key Distribution Protocol for Controller Area Networks, 2020 IEEE 16th International Conference on Intelligent Computer Communication and Processing (ICCP), pp. 513-519, Cluj-Napoca, Romania, Sept. 2020.(PDF)

R. Bolboacă, T. Lenard, B. Genge, P. Haller, Locality Sensitive Hashing for Tampering Detection in Automotive Systems, 9th International Workshop on Cyber Crime (IWCC 2020), held in conjunction with the 15th International Conference on Availability, Reliability and Security (ARES), University College Dublin, Dublin, Ireland, August 25 – August 28, 2020.(PDF)

T. Lenard, R. Bolboacă, B. Genge, P. Haller, MixCAN: Mixed and Backward-Compatible Data Authentication Scheme for Controller Area Networks, 19th The International Federation for Information Processing (IFIP) Networking 2020 Conference, Paris, France, June 22-25, 2020.(PDF)

P. Szabo, B. Genge, Efficient Conversion Prediction in E-Commerce Applications with Unsupervised Learning, 28 th International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2020), September 17-19, 2020 in Hvar, Croatia (Accepted).

2019

C. Enachescu, B. Genge, H. Sandor, A Multi-Model-based Approach to Detect Cyber Stealth Attacks in Industrial Internet of Things, 2019 International Conference on Software, Telecommunications and Computer Networks (SoftCOM), Split, Croatia, 2019, pp. 1-6, doi: 10.23919/SOFTCOM.2019.8903645.

Javier Augusto-Gonzalez, Anastasija Collen, S Evangelatos, Marios Anagnostopoulos, Georgios Spathoulas, Konstantinos M Giannoutakis, Konstantinos Votis, Dimitrios Tzovaras, B Genge, Erol Gelenbe, Niels A Nijdam, From Internet of Threats to Internet of Things: A Cyber Security Architecture for Smart Homes, 2019 IEEE 24th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), Limassol, Cyprus, 2019, pp. 1-6, doi: 10.1109/CAMAD.2019.8858493.

R. Bolboacă, B. Genge, P. Haller, Using Side-Channels to Detect Abnormal Behavior in Industrial Control Systems, 2019 IEEE 15th International Conference on Intelligent Computer Communication and Processing (ICCP 2019), September 5-7, Cluj-Napoca, Romania, pp. 1-6, 2019.

H. Sandor, B. Genge, P. Haller, A. Bica, A Security-Enhanced Interoperability Middleware for the Internet of Things, 2019 7th International Symposium on Digital Forensics and Security (ISDFS), pp. 1-6, 2019.

P. Szabo, B. Genge, Circle Map for Internet of Things Networks , 7th International Symposium on Digital Forensics and Security (ISDFS), pp. 1-5, 2019.

B. Genge, P. Haller, C. Enachescu, Anomaly Detection in Aging Industrial Internet of Things, IEEE Access 7, pp. 74217-74230, 2019.

H. Sandor, B. Genge, Z. Szanto, L. Marton, P. Haller, Cyber attack detection and mitigation: Software Defined Survivable Industrial Control Systems, International Journal of Critical Infrastructure Protection 25, pp. 152-168, 2019.

B. Genge, P. Haller, A.V. Duka, H. Sandor, A lightweight key generation scheme for end-to-end data authentication in Industrial Control Systems, at-Automatisierungstechnik 67 (5), pp. 417-428, 2019.

P. Haller, B. Genge, A.V. Duka, On the practical integration of anomaly detection techniques in industrial control applications, International Journal of Critical Infrastructure Protection, vol. 24, pp. 48-68, 2019.

B. Genge, P. Haller, A.V. Duka, Engineering security-aware control applications for data authentication in smart industrial cyber–physical systems, Future Generation Computer Systems, vol. 91, pp. 206-222, 2019.

P. Haller, B. Genge, A.V. Duka, Engineering Edge Security in Industrial Control Systems , Critical Infrastructure Security and Resilience, pp. 185-200, 2019.

2018

A. Collen, N. A Nijdam, J. Augusto-Gonzalez, S. K Katsikas, K. M Giannoutakis, G. Spathoulas, E. Gelenbe, K. Votis, D. Tzovaras, N Ghavami, M. Volkamer, P. Haller, A. Sanchez, M. Dimas, Ghost-safe-guarding home IoT environments with personalised real-time risk control, International ISCIS Security Workshop, Springer, Cham, pp. 68-78, 2018.

Z Szanto, H Sandor, B Genge, A Testbed for Performing Security Experiments with Software-Defined Industrial Control Systems, Proceedings of the Central European Cybersecurity Conference, 2018.

B. Genge, H. Piroska, H. Sandor: PROTECT-G: Protection of communications in natural gas transportation systems, 6th International Symposium on Digital Forensic and Security (ISDFS), pp. 1-5, 2018.

H Sandor, B Genge, Z Szanto: Infrastructure and framework for response and reconfiguration in Industry 4.0, 6th International Symposium on Digital Forensic and Security (ISDFS), pp. 1-6, 2018.

A.V. Duka, B. Genge, P. Haller: Enabling authenticated data exchanges in industrial control systems, 6th International Symposium on Digital Forensic and Security (ISDFS), pp. 1-5, 2018.

2017

H. Sandor, B. Genge, P. Haller, A.-V. Duka, B. Crainicu: Cross-Layer Anomaly Detection in Industrial Cyber-Physical Systems, 25th International Conference on Software, Telecommunications and Computer Networks, SoftCom2017, Split, Croatia, pp. 1-5, 2017.

P. Haller, B. Genge: Using Sensitivity Analysis and Cross-Association for the Design of Intrusion Detection Systems in Industrial Cyber-Physical Systems, IEEE Access, vol. 5, pp. 9336-9347, 2017.

B. Genge, P. Haller, C.D. Dumitru, C. Enachescu: Designing Optimal and Resilient Intrusion Detection Architectures for Smart Grids, IEEE Transactions on Smart Grid, vol. 8, no. 5, pp. 2440-2451, Sept. 2017.

H. Sandor, P. Haller, B. Genge, Z. Katai: Scheduled Intervention in the Presence of Vulnerabilities for Modern Cyber-Physical Systems, 15th IEEE International Conference on Industrial Informatics (INDIN2017), Emden, Germany, 24-26 July, pp. 115-120, 2017 - Best Paper Award.

B. Genge, A.-V. Duka, P. Haller, B. Crainicu, H. Sandor, F. Graur: Design, Verification and Implementation of a Lightweight Remote Attestation Protocol for Process Control Systems, 15th IEEE International Conference on Industrial Informatics (INDIN2017), Emden, Germany, 24-26 July, pp. 75-82, 2017.

A.-V. Duka, B. Genge: Implementation of SIMON and SPECK lightweight block ciphers on programmable logic controllers, 2017 5th International Symposium on Digital Forensic and Security (ISDFS), Tirgu Mures, Romania, pp. 1-6, 2017.

B. Genge, F. Graur, B. Crainicu, P. Haller, A.-V. Duka: Practical Considerations on the Provisioning of Protection Strategies in Process Control Systems, European Conference on Cyber Warfare and Security (ECCWS), Dublin, Irlanda, pp. 127-136, 2017.

A.-V. Duka, B. Genge, P. Haller, B. Crainicu: End-To-End SecurityWith Application-Level Cryptography in SCADA Systems, Eleventh Annual IFIP Working Group 11.10 International Conference on Critical Infrastructure Protection, Arlington, Virginia, USA, March 13-15, Appears in Critical Infrastructure Protection XI: 11th IFIP WG 11.10 International Conference, ICCIP 2017, Arlington, VA, USA, March 13-15, 2017, Revised Selected Papers, pp. 139-155, 2017.

H. Sandor, B. Genge, P. Haller, F. Graur: Software Defined Response and Network Reconfiguration for Industrial Control Systems, Eleventh Annual IFIP Working Group 11.10 International Conference on Critical Infrastructure Protection, Arlington, Virginia, USA, March 13-15, Appears in Critical Infrastructure Protection XI: 11th IFIP WG 11.10 International Conference, ICCIP 2017, Arlington, VA, USA, March 13-15, 2017, Revised Selected Papers, pp. 157-173, 2017.

2016

I. Kiss, B. Genge: Methodology for Optimal Control Network Design, The 11th International Conference on Critical Information Infrastructures Security (CRITIS2016), October 10-12, 2016 Paris, France.

B. Genge, P. Haller, I. Kiss: Big Data Processing to Detect Abnormal Behavior in Smart Grids, 1st EAI International Conference on Smart Grid Inspired Future Technologies, MAY 19-20, 2016, Liverpool, Great Britain, Volume 175 of the series Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, pp. 214-221, 2016.

B. Genge, C. Enachescu: ShoVAT: Shodan-based vulnerability assessment tool for Internet-facing services, Security and communication networks, Wiley, Volume 9, Issue 15, pp. 2696-2714, 2016, DOI: 10.1002/sec.1262.

B. Genge, P. Haller, I. Kiss: A Framework for Designing Resilient Intrusion Detection Systems for Critical Infrastructures, Tenth Annual IFIP Working Group 11.10 International Conference on Critical Infrastructure Protection, Arlington, Virginia, USA, March 14 - 16, 2016 Selected for publication in the International Journal of Critical Infrastructure Protection, Elsevier, Volume 15, December, pp. 3-11, 2016.

B. Genge, P. Haller: A Hierarchical Control Plane for Software-Defined Networks-based Industrial Control Systems, IEEE/IFIP Networking, Vienna, Austria, pp. 73-81, 2016.

B. Genge, I. Kiss, P. Haller, C. Siaterlis: Generating High Quality Data for the Protection of Modern Critical Infrastructures, International Symposium on Digital Forensics and Security, Little Rock, Arkansas, USA, pp. 53-58, 2016.

2015

Z. Gal, H. Sandor, B. Genge: flow and complex event processing of the sensor network communication, 2015 6th IEEE International Conference on Cognitive Infocommunications (CogInfoCom), Gyor, Hungary, pp. 1-6, 2015.

B. Genge, P. Haller, I. Kiss: Cyber Security-Aware Network Design of Industrial Control Systems, IEEE Systems Journal, IEEE Systems Council, 2015.

B. Genge, F. Graur, P. Haller: Experimental Assessment of Network Design Approaches for Protecting Industrial Control Systems, International Journal of Critical Infrastructure Protection, Elsevier, vol. 11, pp. 24-38, 2015.

I. Kiss, B. Genge, P. Haller, G. Sebestyen: A Framework for Testing Stealthy Attacks in Energy Grids, IEEE 11th International Conference on Intelligent Computer Communication and Processing, September 3-5, Cluj-Napoca, Romania, pp. 553-560, 2015.

H. Sandor, B. Genge, G. Sebestyen: Resilience in the Internet of Things: The Software Defined Networking Approach, IEEE 11th International Conference on Intelligent Computer Communication and Processing, September 3-5, Cluj-Napoca, Romania, pp. 545-552, 2015.

I. Kiss, B. Genge, P. Haller: A Clustering-based Approach to Detect Cyber Attacks in Process Control Systems, INDIN 2015 IEEE International Conference on Industrial Informatics, 22-24 July 2015, pp. 142-148, Cambridge, UK - Best Paper Award.

B. Genge, I. Kiss, P. Haller: A system dynamics approach for assessing the impact of cyber attacks on critical infrastructures, International Journal of Critical Infrastructure Protection, Elsevier, Volume 10, pp. 3-17, 2015.

B. Genge, P. Haller, I. Kiss: A Linear Programming Approach for K-Resilient and Reliability-Aware Design of Large-Scale Industrial Networks, International Conference on Ad Hoc, Mobile, and Wireless Networks (ADHOC-NOW), Lecture Notes in Computer Science, Volume 9143, Athens, Greece, pp. 288-302, 2015, DOI: 10.1007/978-3-319-19662-6_20.

I. Kiss, B. Genge, P. Haller: Critical Cyber Asset Identification in Process Control Systems Under Cyber Attacks, 16th International Carpathian Control Conference, Miskolc, Hungary, pp. 196-201, 2015.

B. Genge, H. Sandor, P. Haller, A. Beres, I. Kiss: Software Defined Networking to Mitigate Cyber Attacks in Industrial Control Systems. Securing Cyber-Physical Systems, CRC Press, Taylor & Francis, USA, pp. 305-330, 2015, ISBN 978-1-4987-0098-6 (Invited Book Chapter).

2014

I. Kiss, B. Genge, P. Haller, G. Sebestyen: Data clustering-based anomaly detection in industrial control systems. 2014 IEEE International Conference on Intelligent Computer Communication and Processing (ICCP), Cluj-Napoca, Romania, September, pp. 275-281, 2014, ISBN 978-1-4799-6568-7.

B. Genge, A. Beres, P. Haller: A Survey on Cloud-based Software Platforms to Implement Secure Smart Grids. 49th IEEE International Universities' Power Engineering Conference, Cluj-Napoca, Romania, September, pp. 1-6, 2014, ISBN 978-1-4799-6556-4.

B. Genge, P. Haller, A. Gligor, A. Beres: An Approach for Cyber Security Experimentation Supporting Sensei/IoT for Smart Grid. Second International Symposium on Digital Forensics and Security, Houston, Texas, USA, pp. 37-42, May 2014, ISBN 978-975-394-076-4.

C. Siaterlis, B. Genge: Cyber-physical testbeds. Communications of the ACM, Vol. 57, No. 6, pp. 64-73, June 2014, ISSN:0001-0782, EISSN:1557-7317. (Software simulators can be freely downloaded from SourceForge)

B. Genge, D.A. Rusu, P. Haller: A Connection Pattern-based Approach to Detect Network Traffic Anomalies in Critical Infrastructures. 2014 ACM European Workshop on System Security (EuroSec2014), Amsterdam, The Netherlands, pp. 1-6, 2014, ISBN 978-1-4503-2715-2.

B. Genge, C. Siaterlis: Physical process resilience-aware network design for SCADA systems. Computers & Electrical Engineering, Elsevier, Volume 40, Issue 1, pp. 142-157, 2014.

2013

C. Siaterlis, B. Genge, M. Hohenadel: EPIC: A testbed for scientifically rigorous cyber-physical security experimentation. IEEE Transactions on Emerging Topics in Computing, Volume 1, Issue 2, pp. 319-330, 2013. (Open Access)

D.A. Rusu, B. Genge, C. Siaterlis: SPEAR: A systematic approach for connection pattern-based anomaly detection in SCADA systems. In the Proc. of the 7th Interdisciplinarity in Engineering Conference (Inter-Eng), Tg. Mures, Romania, Procedia Technology, Elsevier, Volume 12, pp. 168-173, 2014.

B. Genge, C. Siaterlis, G. Karopoulos: Data Fusion-Based Anomaly Detection in Networked Critical Infrastructures. 43th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2013), Workshop on Reliability and Security Data Analysis (RSDA 2013), Budapest, Hungary, pp. 1-8, 2013.

B. Genge, C. Siaterlis: DDoS Resilient MPLS Network Design for Modern Critical Infrastructures. Seventh Annual IFIP WG 11.10 International Conference on Critical Infrastructure Protection, Marshall Hall, George Washington University, Washington, DC, To appear in Critical Infrastructure Protection VII, Springer, 2013 (rated as top 5 paper).

B. Genge, C. Siaterlis: Analysis of the Effects of Distributed Denial-of-Service Attacks on MPLS Networks. International Journal of Critical Infrastructure Protection, Elsevier, Volume 6, Issue 2, pp. 87-95, 2013.

C. Siaterlis, A. Perez-Garcia, B. Genge: On the use of Emulab testbeds for scientifically rigorous experiments. IEEE Communications Surveys and Tutorials, Volume 15, Issue 2, pp. 929-942, 2013.