An innovative Virtual Reality based intrusion detection, incident investigation and response approach for enhancing the resilience, security, privacy and accountability of complex and heterogeneous digital systems and infrastructures

Información del proyecto

CyberSecDome

Identificador del acuerdo de subvención: 101120779

DOI

10.3030/101120779

Proyecto cerrado

Fecha de la firma de la CE 19 Julio 2023

Fecha de inicio 1 Septiembre 2023

Fecha de finalización 31 Agosto 2026

Financiado con arreglo a

• Civil Security for Society

Coste total

€ 6 992 875,00

Aportación de la UE

€ 5 749 637,50

Coordinado por

MAGGIOLI S.P.A.
Italy

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (3)

Intermidiary Report on Contribution to Certification Standardisation

The report will describe the contributions to the standardization bodies, consortiums and Alliance.

Dissemination and Communication Strategy

This report will describe the plan for the dissemination activities and strategies for engaging stakeholders.

Intermediary Report on Dissemination and Communication Activities

The report will explain the dissemination activities that were carried out during the first reporting period.

Publicaciones

Peer reviewed articles (17)

Vulnerability detection using BERT based LLM model with transparency obligation practice towards trustworthy AI

Autores: Jean Haurogné, Nihala Basheer, Shareeful Islam
Publicado en: Machine Learning with Applications, Edición 18, 2024, ISSN 2666-8270
Editor: Elsevier BV
DOI: 10.1016/j.mlwa.2024.100598

Adoption of Deep-Learning Models for Managing Threat in API Calls with Transparency Obligation Practice for Overall Resilience

Autores: Nihala Basheer, Shareeful Islam, Mohammed K. S. Alwaheidi, Spyridon Papastergiou
Publicado en: Sensors, Edición 24, 2025, ISSN 1424-8220
Editor: MDPI AG
DOI: 10.5281/ZENODO.14806311

Decentralized Anomaly Detection Using Deep Feed-Forward Neural Networks

Autores: C. Lübben & M.O. Pahl
Publicado en: International Journal of Network Management, 2025, ISSN 1055-7148
Editor: John Wiley & Sons, Ltd.
DOI: 10.1002/NEM.70032

A Stakeholder Needs Analysis in Cybersecurity: A Systemic Approach to Enhancing Digital Infrastructure Resilience

Autores: Panagiotis Katrakazas, Spyros Papastergiou
Publicado en: Businesses, Edición 4, 2024, ISSN 2673-7116
Editor: MDPI AG
DOI: 10.3390/BUSINESSES4020015

Explainable AI based dynamic cybersecurity risk management for cyber insurability

Autores: Spyridon Papastergiou, Nihala Basheer, Kostas Lampropoulos, Panayiotis Verrios, Shareeful Islam
Publicado en: International Journal of Information Security, Edición 25, 2026, ISSN 1615-5262
Editor: Springer Science and Business Media LLC
DOI: 10.5281/ZENODO.20935205

Hybrid AI-Based dynamic risk assessment framework with explainable AI practices for composite product cybersecurity certification

Autores: Shareeful Islam, Bilal Sardar, Eleni Maria Kalogeraki, Kostas Lampropoulos, Spyridon Papastergiou
Publicado en: International Journal of Information Security, Edición 25, 2026, ISSN 1615-5270
Editor: Springer Science and Business Media LLC
DOI: 10.5281/ZENODO.20935379

Large language model based hybrid framework for automatic vulnerability detection with explainable AI for cybersecurity enhancement

Autores: N. Basheer, S. Islam, M. K. S. Alwaheidi, H. Mouratidis & S. Papastergiou
Publicado en: Integrated Computer-Aided Engineering, Edición 33, 2025, ISSN 1875-8835
Editor: SAGE Publications Ltd
DOI: 10.1177/10692509251368663

Securing the Precision Time Protocol with SDN-enabled Cyclic Path Asymmetry Analysis

Autores: A. Finkenzeller, A. Fucks, E. Regnath, M. Hamad & S. Steinhorst
Publicado en: ACM Transactions on Cyber-Physical Systems, Edición 9, 2025, ISSN 2378-9638
Editor: Association for Computing Machinery (ACM)
DOI: 10.1145/3728363

Federated Learning-Based Personalized Recommendation Systems: An Overview on Security and Privacy Challenges

Autores: Danish Javeed, Muhammad Shahid Saeed, Prabhat Kumar, Alireza Jolfaei, Shareeful Islam, A. K. M. Najmul Islam
Publicado en: IEEE Transactions on Consumer Electronics, Edición 70, 2024, ISSN 0098-3063
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TCE.2023.3318754

Enhancing Security Through Task Migration in Software-Defined Vehicles

Autores: M. Hamad, Z. A. H. Hammadeh, D. Alessi, M. Hasan, M. Pese, D. Luedtke & S. Steinhorst
Publicado en: IEEE Internet of Things Journal, Edición 12, 2025, ISSN 2327-4662
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/JIOT.2025.3611875

Automated penetration testing: Formalization and realization

Autores: Charilaos Skandylas; Mikael Asplund
Publicado en: Computers & Security, Edición 155, 2025, ISSN 1872-6208
Editor: Elsevier
DOI: 10.48550/ARXIV.2412.12745

RESCUE: A Reconfigurable Scheduling Framework for Securing Multi-Core Real-Time Systems

Autores: Z. A. H. Hammadeh, M. Hasan & M. Hamad
Publicado en: ACM Transactions on Cyber-Physical Systems, Edición 9, 2025, ISSN 2378-9638
Editor: Association for Computing Machinery (ACM)
DOI: 10.1145/3728364

A responsible AI-driven framework for robust and transparent software vulnerability detection

Autores: N. Basheer, S. Islam, P. Kumar, D. Javeed, N. Islam
Publicado en: Information and Software Technology, Edición 195, 2026, ISSN 0950-5849
Editor: Elsevier B.V.
DOI: 10.1016/J.INFSOF.2026.108126

Cyber Threat Assessment and Management for Securing Healthcare Ecosystems using Natural Language Processing

Autores: Stefano Silvestri; Shareful Islam; Dmitry Amelin; Gabriele Weiler; Spyridon Papastergiou; Mario Ciampi
Publicado en: International Journal of Information Security, Edición 23, 2023, ISSN 1615-5270
Editor: Springer
DOI: 10.1007/S10207-023-00769-W

Digital Twins-enabled Zero Touch Network: A smart contract and explainable AI integrated cybersecurity framework

Autores: Randhir Kumar, Ahamed Aljuhani, Danish Javeed, Prabhat Kumar, Shareeful Islam, A.K.M. Najmul Islam
Publicado en: Future Generation Computer Systems, Edición 156, 2024, ISSN 0167-739X
Editor: Elsevier BV
DOI: 10.1016/j.future.2024.02.015

Generative AI and Cognitive Computing-Driven Intrusion Detection System in Industrial CPS

Autores: Islam, Shareeful; Javeed, Danish; Saeed, Muhammad Shahid; Kumar, Prabhat; Jolfaei, Alireza; Islam, A. K. M. Najmul Islam
Publicado en: Cognitive Computation, Edición 16, 2024, ISSN 1866-9964
Editor: Springer
DOI: 10.5281/zenodo.13254989

Securing the Future of Railway Systems: A Comprehensive Cybersecurity Strategy for Critical On-Board and Track-Side Infrastructure

Autores: N. Ibadah, C. Benavente-Peces & M.O. Pahl
Publicado en: Sensors, Edición 24, 2024, ISSN 1424-8220
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/S24248218

Conference proceedings (27)

Enhancing Malware Detection through Machine Learning using XAI with SHAP Framework

Autores: N. Basheer, B. Pranggono, S. Islam, S.Papastergiou, H. Mouratidis
Publicado en: IFIP Advances in Information and Communication Technology (IFIPAICT), Volume 711, 2024, ISSN 1868-4238
Editor: Springer Verlag
DOI: 10.1007/978-3-031-63211-2_24

Sensor Fusion Desynchronization Attacks

Autores: Andreas Finkenzeller; Andrew Roberts; Mauro Bellone; Olaf Maennel; Mohammad Hamad; Sebastian Steinhorst
Publicado en: 37th Euromicro Conference on Real-Time Systems (ECRTS 2025), Leibniz International Proceedings in Informatics (LIPIcs), Volume 335, 2025, ISSN 1868-8969
Editor: Schloss Dagstuhl – Leibniz-Zentrum für Informatik
DOI: 10.4230/LIPICS.ECRTS.2025.6

Pouvez-vous détecter le piège? Détection de pots de miel face à l’évolution des tactiques d’évasion

Autores: Mathis Durand; Alexandre Dey; Yvon Kermarrec; Marc-Oliver Pahl
Publicado en: CEUR Workshop Proceedings, Vol. 4143 – Proceedings of the 32nd Computer & Electronics Security Application Rendezvous (C&ESAR 2025), 2025, ISSN 1613-0073
Editor: CEUR Workshop Proceedings (CEUR-WS.org)
DOI: 10.5281/ZENODO.20924239

Cybersecurity Challenges of Autonomous Systems

Autores: Mohammad Hamad; Christian Prehofer; Mikael Asplund; Tobias Löhr; Lucas Bublitz; Alexander Zeh; Mridula Singh; Sebastian Steinhorst
Publicado en: 2025 Design, Automation & Test in Europe Conference (DATE), 2025, ISSN 1558-1101
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.23919/DATE64628.2025.10992708

A Gamified Learning Approach for IoT Security Education Using Capture-the-Flag Competitions: Architecture and Insights

Autores: M. Hamad, A. Finkenzeller, M. Hasan, M.O. Pahl & S. Steinhorst
Publicado en: Lecture Notes in Computer Science (LNCS), Volume 15396, 2025, ISSN 1611-3349
Editor: Springer, Cham
DOI: 10.1007/978-3-031-79007-2_9

Closing the Loop in Embedded Security: Evolution of an AIOps Framework for Threat Hunting

Autores: Mohammed Mezaouli, Yehya Nasser, Samir Saoudi, Marc-Oliver Pahl
Publicado en: NOMS 2026-2026 IEEE Network Operations and Management Symposium, 2026, ISSN 2374-9709
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.5281/ZENODO.20931759

Dredging the River Styx: Fortifying the Web through Robust and Real-Time Script Attribution

Autores: Kostas Drakonakis; Sotiris Ioannidis; Jason Polakis
Publicado en: 2025 IEEE 10th European Symposium on Security and Privacy (EuroS&P), 2025, ISSN 2995-1356
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/EUROSP63326.2025.00020

PTPsec: Securing the Precision Time Protocol Against Time Delay Attacks Using Cyclic Path Asymmetry Analysis

Autores: Andreas Finkenzeller, Oliver Butowski, Emanuel Regnath, Mohammad Hamad, Sebastian Steinhorst
Publicado en: IEEE INFOCOM 2024 - IEEE Conference on Computer Communications, 2024, ISSN 2641-9874
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.5281/ZENODO.14806692

Real-Time Instruction-Level Anomaly Detection for Embedded Applications Using AI

Autores: Mohammed Mezaouli, Yehya Nasser, Samir Saoudi, Marc-Oliver Pahl
Publicado en: NOMS 2026-2026 IEEE Network Operations and Management Symposium, 2026, ISSN 2374-9709
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.5281/ZENODO.20931666

Analysis of Autonomous Driving Software to Low-Level Sensor Cyber Attacks

Autores: Andrew Roberts; Mohsen Malayjerdi; Mauro Bellone; Raivo Sell; Olaf Maennel; Mohammad Hamad; Sebastian Steinhorst
Publicado en: 2025 IEEE/ACM 20th Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS), 2025, ISSN 2157-2321
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/SEAMS66627.2025.00021

Industrialized Deception: The Collateral Effects of LLM-Generated Misinformation on Digital Ecosystems

Autores: Alexander Loth; Martin Kappes; Marc-Oliver Pahl
Publicado en: Companion Proceedings of the ACM Web Conference 2026 (WWW Companion ’26), 2026
Editor: Association for Computing Machinery (ACM)
DOI: 10.1145/3774905.3795471

The Verification Crisis: Expert Perceptions of GenAI Disinformation and the Case for Reproducible Provenance

Autores: Alexander Loth; Martin Kappes; Marc-Oliver Pahl
Publicado en: Companion Proceedings of the ACM Web Conference 2026 (WWW Companion ’26), 2026
Editor: Association for Computing Machinery (ACM)
DOI: 10.1145/3774905.3795484

Advanced IDPS Architecture for Connected and Autonomous Vehicles

Autores: Sherin Kalli Valappil, Lars Vogel, Mohammad Hamad, Sebastian Steinhorst
Publicado en: 2024 IEEE Intelligent Vehicles Symposium (IV), 2024, ISSN 2642-7214
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.5281/ZENODO.14806852

Security Challenges in Autonomous Systems Design

Autores: Mohammad Hamad, Sebastian Steinhorst
Publicado en: Communications in Computer and Information Science, Computational Technologies and Electronics, 2025
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-81981-0_13

Securing Real-Time Systems using Schedule Reconfiguration

Autores: Zain A. H. Hammadeh, Monowar Hasan, Mohammad Hamad
Publicado en: 2024 IEEE 27th International Symposium on Real-Time Distributed Computing (ISORC), 2024, ISSN 2770-1611
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ISORC61049.2024.10551328

Similarity-Based Selective Federated Learning for Distributed Device-Specific Anomaly Detection

Autores: Christian Lübben, Marc-Oliver Pahl
Publicado en: NOMS 2024-2024 IEEE Network Operations and Management Symposium, 2024, ISSN 2374-9709
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/NOMS59830.2024.10575258

CATI – An Open-Source Framework to Evaluate Attacks on Cameras for Autonomous Vehicles

Autores: Michael Kühr; Maximilian Mittmann; Mohammad Hamad; Sebastian Steinhorst
Publicado en: 2025 28th Euromicro Conference on Digital System Design (DSD), 2025, ISSN 2771-2508
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/DSD67783.2025.00078

Eroding the Truth-Default: A Causal Analysis of Human Susceptibility to Foundation Model Hallucinations and Disinformation in the Wild

Autores: Alexander Loth; Martin Kappes; Marc-Oliver Pahl
Publicado en: Companion Proceedings of the ACM Web Conference 2026 (WWW Companion ’26), 2026
Editor: Association for Computing Machinery (ACM)
DOI: 10.1145/3774905.3795832

L’Apprentissage Machine au Sein des Jumeaux Numériques pour l’Estimation et la Détection des Menaces

Autores: Hugo Bourreau; Marc-Oliver Pahl; Fabien Dagnat; Fehmi Jaafar
Publicado en: CEUR Workshop Proceedings, Vol. 4143 – Proceedings of the 32nd Computer & Electronics Security Application Rendezvous (C&ESAR 2025), 2025, ISSN 1613-0073
Editor: CEUR Workshop Proceedings (CEUR-WS.org)
DOI: 10.5281/ZENODO.20925979

SoK: Security of the Image Processing Pipeline for Camera-based Sensing in Autonomous Vehicles

Autores: Michael Kühr; Mohammad Hamad; Pedram MohajerAnsari; Mert D. Pesé; Sebastian Steinhorst
Publicado en: Proceedings of the ACM Asia Conference on Computer and Communications Security (ASIA CCS ’26), 2026
Editor: Association for Computing Machinery (ACM)
DOI: 10.1145/3779208.3785267

Multi-Partner Project: CyberSecDome - Framework for Secure, Collaborative, and Privacy-Aware Incident Handling for Digital Infrastructure

Autores: Mohammad Hamad; Michael Kühr; Haralambos Mouratidis; Eleni-Maria Kalogeraki; Christos A. Gizelis; Dimitris Papanikas; Athanasios Bountioukos-Spinaris; Charilaos Skandylas; Evangelos Raptis; Andreas Alexopoulos; Grigorios Chrysos; Mina Marmpena; Sevasti Po
Publicado en: 2025 Design, Automation & Test in Europe Conference (DATE), 2025, ISSN 1558-1101
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.23919/DATE64628.2025.10992768

Revealing Embedded System Behaviors: A Comparative Analysis of Power Consumption and Hardware Performance Counters

Autores: Mohammed Mezaouli; Yehya Nasser; Samir Saoudi; Marc-Oliver Pahl
Publicado en: Lecture Notes in Computer Science (LNCS), Vol. 16233, 2026
Editor: Springer, Cham
DOI: 10.1007/978-3-032-16165-9_21

Origin Lens: Reclaiming Trust on the AI-Mediated Web Through On-Device Image Provenance Verification

Autores: Alexander Loth; Dominique Conceicao Rosario; Peter Ebinger; Martin Kappes; Marc-Oliver Pahl
Publicado en: Companion Publication of the 2026 18th ACM Web Science Conference (WebSci Companion ’26), 2026
Editor: Association for Computing Machinery (ACM)
DOI: 10.1145/3795513.3806658

Synthetic Data Generation and Impact Analysis of Machine Learning Models for Enhanced Credit Card Fraud Detection

Autores: A. A. Khaled, Md M. Hasan, S. Islam, S. Papastergiou, H. Mouratidis
Publicado en: IFIP Advances in Information and Communication Technology (IFIPAICT), Volume 711, 2024, ISSN 1868-4238
Editor: Springer, Cham
DOI: 10.1007/978-3-031-63211-2_27

Creating a Security Enforcement Environment for a Vehicular Platform

Autores: Tsantekidis, Marinos; Abdelghani, Souleima; Hamad, Mohammad; Prevelakis, Vassilis
Publicado en: 2023 IEEE Conference on Standards for Communications and Networking (CSCN), 2023, ISSN 2644-3252
Editor: IEEE
DOI: 10.5281/zenodo.10282179

Perspective-Shift Attacks Against Optical Perception Sensors: A Novel Attack Vector on LiDAR and Camera

Autores: Marco Calipari, Michael Kühr, Dominik Kulmer, Maximilian Luedecke, Mohammad Hamad, Sebastian Steinhorst
Publicado en: 4th USENIX Symposium on Vehicle Security and Privacy (VehicleSec 26), 2026
Editor: USENIX Association
DOI: 10.5281/ZENODO.20395591

Shells Bells: Cyber-Physical Anomaly Detection in Data Centers

Autores: Lars Wüstrich, Sebastian Gallenmüller, Stephan Günther, Georg Carle, Marc-Oliver Pahl
Publicado en: NOMS 2024-2024 IEEE Network Operations and Management Symposium, 2024, ISSN 2374-9709
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.5281/ZENODO.14807181

Other (1)

REACT: Autonomous intrusion response system for intelligent vehicles

Autores: Mohammad Hamad; Andreas Finkenzeller; Michael Kühr; Andrew Roberts; Olaf Maennel; Vassilis Prevelakis; Sebastian Steinhorst
Publicado en: Computers & Security, 2024
DOI: 10.48550/arxiv.2401.04792

Book chapters (1)

AI-Enhanced Security Tools with Virtual Reality for Ensuring Digital Resilience

Autores: Shareeful Islam, Spyridon Papastergiou, Armend Duzha, Kostas Drakonakis, Grigorios Chrysos, Sotiris Ioannidis, Iordanis Xanthopoulos, George Spanoudakis, Marc-Oliver Pahl, Haralambos Mouratidis, Michael Kühr, Mohammad Hamad
Publicado en: Technology-Enabled Resilience: Innovations in Critical Infrastructure Protection, 2026, ISBN 978-3-032-25916-5
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-032-25917-2_10