Journal Publications

Date of Publication	Title of Publication	Author(s)	Partner(s)	Journal Title	PID (Publisher version of record) (DOI)	PID of deposited publication (Zenodo link)
September  2023	Cybersecurity and Medical Imaging: A Simulation-Based Approach to DICOM Communication	Stylianos Karagiannis, Emmanouil Magkos, Christoforos Ntantogian, Ricardo Cabecinha, Theofanis Fotis	PDMFC, HES	Applied Sciences (Appl. Sci.), an international, peer-reviewed open-access journal published by MDPI, Volume 13 (2023), Article 10072,	https://doi.org/10.3390/app131810072	https://zenodo.org/records/11161187
May 2024	Methodology for Code Synthesis Evaluation of LLMs Presented by a Case Study of ChatGPT and Copilot	Zoltán Ságodi, István Siket, Rudolf Ferec	FEA	IEEE Access	https://doi.org/10.1109/ACCESS.2024.3403858	N/A
September 2024	Towards explainable fake news detection and automated content credibility assessment: Polish internet and digital media use-case	Rafał Kozik, Gracjan Kątek, Marta Gackowska, Sebastian Kula, Joanna Komorniczak, Paweł Ksieniewicz, Aleksandra Pawlicka, Marek Pawlicki, Michał Choraś	ITTI	Neurocomputing (Elsevier)	https://doi.org/10.1016/j.neucom.2024.128450	N/A
September 2024	ARIA, HaRIA and GeRIA: Novel Metrics for Pre-Model Interpretability	Marek Pawlicki	ITTI	IEEE Access	https://doi.org/10.1109/ACCESS.2024.3454084	N/A
September 2024	Federated Learning: Challenges, SoTA, Performance Improvements and Application Domains	Ioannis Schoinas, Anna Triantafyllou, Dimosthenis Ioannidis, Dimitrios Tzovaras, Anastasios Drosou, Konstantinos Votis, Thomas Lagkas, Vasileios Argyriou, Panagiotis Sarigiannidis	UOWM	IEEE Open Journal of the Communications Society (Volume 5, 2024)	https://doi.org/10.1109/OJCOMS.2024.3458088	https://zenodo.org/records/13856210
October 2024	The survey on the dual nature of xAI challenges in intrusion detection and their potential for AI innovation	Marek Pawlicki, Aleksandra Pawlicka, Rafał Kozik, Michał Choraś	ITTI	Artificial Intelligence Review	https://doi.org/10.1007/s10462-024-10972-3	N/A
October 2024	Evaluating the necessity of the multiple metrics for assessing explainable AI: a critical examination	Marek Pawlicki, Aleksandra Pawlicka, Federica Uccello, Sebastian Szelest, Salvatore D’Antonio, Rafal Kozik, Michal Choraś	ITTI	Neurocomputing (Elsevier)	https://doi.org/10.1016/j.neucom.2024.128282	N/A
December 2024	A comprehensive survey of Federated Intrusion Detection Systems: Techniques, challenges and solutions	Ioannis Makris, Aikaterini Karampasi, Panagiotis Radoglou-Grammatikis, Nikolaos Episkopos, Eider Iturbe, Erkuden Rios, Nikos Piperigkos, Aris Lalos, Christos Xenakis, Thomas Lagkas, Vasileios Argyriou, Panagiotis Sarigiannidis	MINDS, UOWM	Computer Science Review	https://doi.org/10.1016/j.cosrev.2024.100717	https://zenodo.org/records/14592398
December 2024	Unleashing offensive artificial intelligence: Automated attack technique code generation.	Eider Iturbe, Oscar Llorente-Vazquez, Angel Rego, Erkuden Rios, and Nerea Toledo.	TECNALIA	Computers & Security	https://doi.org/10.1016/j.cose.2024.104077	N/A
April 2025	StatAvg: Mitigating Data Heterogeneity in Federated Learning for Intrusion Detection Systems	Pavlos S. Bouzinis, Panagiotis Radoglou-Grammatikis, Ioannis Makris, Thomas Lagkas, Vasileios Argyriou, Georgios Th. Papadopoulos, Panagiotis Sarigiannidis, George K. Karagiannidis	MINDS, UOWM	IEEE Transactions on Emerging Topics in Computing	https://doi.org/10.1109/TNSM.2025.3564387	https://zenodo.org/records/15296005
April 2025	AI4FIDS: Multimodal Federated Intrusion Detection	Panagiotis Radoglou-Grammatikis,Pavlos S. Bouzinis, Ioannis Makris, Thomas Lagkas, Vasileios Argyriou, Georgios Th. Papadopoulos, Panagiotis Fouliras, George Seritan, Panagiotis Sarigiannidis	MINDS, UOWM	IEEE Transactions on Emerging Topics in Computing	https://doi.org/10.1109/TETC.2025.3562346	https://zenodo.org/records/15295900
July 2025	Reinforcement Learning in action: Powering intelligent intrusion responses to advanced cyber threats in realistic scenarios	Eider Iturbe, Angel Rego, Oscar Llorente-Vazquez, Erkuden Rios, Christos Dalamagkas, Dimitris Merkouris, Nerea Toledo.	TECNALIA	Expert Systems with Applications	https://doi.org/10.1016/j.eswa.2025.129168	N/A
September 2025	Enhancing Accountability, Resilience, and Privacy of Intelligent Networks with XAI	Thulitha Senevirathna, Chamara Sandeepa, Bartlomiej Siniarski, Manh-Dung Nguyen, Samuel Marchal, Michell Boerger, Madhusanka Liyanage, and Shen Wang	MI	IEEE Open Journal of the Communications Society	https://doi.org/10.1109/OJCOMS.2025.3608784	N/A

  

Conference Papers

 

Date of Publication	Title of Publication	Author(s)	Partner(s)	Conference Title	PID (Publisher version of record) (DOI)	PID of deposited publication (Zenodo link)
July 2023	Study on Adversarial Attacks Techniques, Learning Methods and Countermeasures - Application to Anomaly Detection.	Anis Bouaziz, Manh-Dung Nguyen, Valeria Valdès, Ana Rosa Cavalli and Wissam Mallouli	MI	Proceedings of the 18th International Conference on Software Technologies (ICSOFT) – Volume 1	http://dx.doi.org/10.5220/0012125100003538	https://zenodo.org/records/11188048
July 2023	Explainable Artificial Intelligence 101: Techniques, Applications and Challenges	Wiktor Kurek, Marek Pawlicki, Aleksandra Pawlicka, Rafał Kozik & Michał Choraś	ITTI	Lecture Notes in Networks and Systems (LNNS), “Explainable Artificial Intelligence 101”	https://doi.org/10.1007/978-981-99-4752-2_26	https://zenodo.org/records/11197232
August 2023	Detection of Physical Adversarial Attacks on Traffic Signs for Autonomous Vehicles	Barbara Villarini, Panagiotis Radoglou-Grammatikis, Thomas Lagkas, Panagiotis Sarigiannidis and Vasileios Argyriou	UOWM	2023 IEEE International Conference on Artificial Intelligence for Industries (IAICT)	https://doi.org/10.1109/IAICT59002.2023.10205591	https://zenodo.org/records/11173483
August 2023	Artificial Intelligence for next generation cybersecurity: The AI4CYBER framework	Iturbe, Eider; Rios, Erkuden; Rego, Angel; Toledo, Nerea/ Proceedings of the 18th International Conference on Availability, Reliability and Security	TECNALIA	The 18th International Conference on Availability, Reliability and Security (ARES 2023)	https://dl.acm.org/doi/abs/10.1145/3600160.3605051	https://zenodo.org/records/11208855
August 2023	A deep learning anomaly detection framework with explainability and robustness.	Manh-Dung Nguyen, Anis Bouaziz, Valeria Valdés, Ana Rosa Cavalli, Wissam Mallouli, Edgardo Montes de Oca	MI	The 18th International Conference on Availability, Reliability and Security (ARES 2023)	https://doi.org/10.1145/3600160.3605052	N/A
September 2023	Breaching the Defense: Investigating FGSM and CTGAN Adversarial Attacks on IEC 60870-5-104 AI-enabled Intrusion Detection Systems	Dimitrios Christos Asimopoulos, Panagiotis Radoglou-Grammatikis, Ioannis Makris, Valeri Mladenov, Konstantinos E. Psannis, Sotirios Goudos and Panagiotis Sarigiannidis	MINDS, UOWM	The 18th International Conference on Availability, Reliability and Security (ARES 2023)	https://doi.org/10.1145/3600160.3605163	https://zenodo.org/records/11173313
November 2023	Towards Quality Measures for xAI algorithms: Explanation Stability	Marek Pawlicki	ITTI	2023 IEEE International Conference on Cyber Security and Resilience (CSR)	https://doi.org/10.1109/DSAA60987.2023.10302535	https://zenodo.org/records/11192435
December 2023	IP&C 2023: Interpreting Intrusions - The Role of Explainability in AI-based Intrusion Detection Systems	Marek Pawlicki, Aleksandra Pawlicka, Mścisłaẃ Śrutek, Rafal Kozik, Michal Choraś	ITTI	International Conference on Information and Communications Security (IPC 2023) – Lecture Notes in Computer Science (LNCS)	https://doi.org/10.1007/978-3-031-41630-9_5	https://zenodo.org/records/11196682
December 2023	The Need for Practical Legal and Ethical Guidelines for Explainable AI-based Network Intrusion Detection Systems	Aleksandra Pawlicka, Marek Pawlicki, Rafał Kozik , Michał Choraś	ITTI	2023 IEEE International Conference on Big Data (BigData) – Workshop	https://doi.org/10.1109/ICDMW60847.2023.00038	https://zenodo.org/records/11196610
December 2023	Towards trustworthy Artificial Intelligence: Security risk assessment methodology for Artificial Intelligence systems	Iturbe, Eider; Rios, Erkuden; Toledo, Nerea / CloudCom 2023	TECNALIA	2023 IEEE 15th International Conference on Cloud Computing Technology and Science (CloudCom)	https://doi.org/10.1109/CloudCom59040.2023.00054	https://zenodo.org/records/11209106
December 2023	The Rise of AI-Powered Writing: How ChatGPT is Revolutionizing Scientific Communication - For Better or For Worse	Aleksandra Pawlicka, Marek Pawlicki, Rafał Kozik, Michał Choraś	ITTI	Communications in Computer and Information Science (CCIS), Springer	https://doi.org/10.1007/978-981-97-0903-8_30	https://zenodo.org/records/11196855
March 2024	Surveying Cyber Threat Intelligence: A Concise Analysis of Current Landscape and Trends	Panagiotis Radoglou-Grammatikis, Panagiotis Sarigiannidis, Elisavet Kioseoglou, Dimitrios Christos Asimopoulos, Thomas Lagkas, Vasileios Argyriou, Ioannis Nanos, Konstantinos E. Psannis, Sotirios Goudos	UOWM, MINDS	2023 IEEE 15th International Conference on Cloud Computing Technology and Science (CloudCom)	https://doi.org/10.1109/CloudCom59040.2023.00057	https://zenodo.org/records/11173801
April 2024	A novel approach to the use of explainability to mine network intrusion detection rules	Federica Uccello, Marek Pawlicki, Salvatore D’Antonio, Rafal Kozik, and Michal Choraś	ITTI	ACIIDS 2024 – Asian Conference on Intelligent Information and Database Systems	https://doi.org/10.1007/978-981-97-4982-9_6	https://zenodo.org/records/12911014
April 2024	VulnGPT: Enhancing Source Code Vulnerability Detection Using AutoGPT and Adaptive Supervision Strategies	Gergely Eberhardt, Ákos Milánkovich	SLAB	2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT)	https://doi.org/10.1109/DCOSS-IoT61029.2024.00072	N/A
June 2024	Time Series Problems in the Energy Sector	Christos Dalamagkas; Angelos Georgakis; Ioannis Papadopoulos; Kostas Hrissagis-Chrysagis; George Papadakis	PPC	2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW)	https://doi.org/10.1109/ICDEW61823.2024.00021	https://zenodo.org/records/12207204
July 2024	Introducing a Multi-Perspective xAI Tool for Better Model Explainability	Marek Pawlicki, Damian Puchalski, Sebastian Szelest, Aleksandra Pawlicka, Rafał Kozik, Michał Choraś	ITTI	ARES 2024 – International Conference on Availability, Reliability and Security	https://doi.org/10.1145/3664476.3670905	https://zenodo.org/records/12903812
September 2024	AI4COLLAB: An AI-based Threat Information Sharing Platform	Christos Dalamagkas, Dimitrios Asimopoulos, Panagiotis Radoglou-Grammatikis, Nikolaos Maropoulos, Thomas Lagkas, Vasileios Argyriou, Gohar Sargsyan, Panagiotis Sarigiannidis	UOWM, MINDS, PPC	2024 IEEE International Conference on Cyber Security and Resilience (CSR)	https://doi.org/10.1109/CSR61664.2024.10679429	https://zenodo.org/records/13856191
December 2024	AAG: Adversarial Attack Generator for evaluating the robustness of Machine Learning Models against Adversarial Attacks	Dimitrios Christos Asimopoulos, Panagiotis Radoglou-Grammatikis, Thomas Lagkas, Vasileios Argyriou∥, Ioannis Moscholios, Jorgen Cani, Georgios Th. Papadopoulos Evangelos K. Markakis , Panagiotis Sarigiannidis	MINDS, UOWM	IEEE International Conference on Big Data	https://doi.org/10.1016/j.cosrev.2024.100717	https://zenodo.org/records/14726141
December 2024	Towards Transparent AI-Powered Cybersecurity in Financial Systems: The Deployment of Federated Learning and Explainable AI in the CaixaBank pilot	Aikaterini Karampasi, Panagiotis Radoglou-Grammatikis, Marek Pawlicki, Ryszard Choraś, Ramon Martin de Pozuelo, Panagiotis Sarigiannidis, Damian Puchalski, Aleksandra Pawlicka, Rafał Kozik, Michał Choraś	ITTI	Proceedings of the 2024 IEEE International Conference on Data Mining Workshops (ICDMW) — IEEE conference publication	https://doi.ieeecomputersociety.org/10.1109/ICDMW65004.2024.00041	https://zenodo.org/records/15162906
February 2025	The Evaluation of Adversarial Attacks Against ML-Powered NIDS in a Realistic Scenario	Federica Uccello, Marek Pawlicki, Aleksandra Pawlicka, Salvatore D’Antonio, Rafal Kozik, and Michal Choraś	ITTI	Communications in Computer and Information Science (CCIS)	https://doi.org/10.1007/978-981-96-1907-8_30	https://zenodo.org/records/15163127
April 2025	Proposition of a Novel Type of Attacks Targeting Explainable AI Algorithms in Cybersecurity	Sebasian Szelest, Marek Pawlicki, Aleksandra Pawlicka, Rafał Kozik, Michał Choraś	ITTI	ESORICS: DiSA	https://doi.org/10.1007/978-3-031-82362-6_18	https://zenodo.org/records/15163183
June 2025	Una revisión de - Desatando la Inteligencia Artificial ofensiva: Generación automática de código de técnicas de ataque	Eider Iturbe, Oscar Llorente-Vazquez, Angel Rego, Erkuden Rios, and Nerea Toledo.	TECNALIA	JNIC 2025	https://doi.org/10.26754/uz.978-84-10169-61-6	N/A
August 2025	Insights Into Domain Adaptation in Netflow-based Network Intrusion Detection powered by Deep Learning	Marek Pawlicki, Sebastian Szelest, Rafał Kozik, Michał Choraś	ITTI	Availability, Reliability and Security: ARES 2025 EU Projects	https://doi.org/10.1007/978-3-032-00644-8_18	https://zenodo.org/records/16919506
August 2025	Surrogate-Guided Adversarial Attacks: Enabling White-Box Methods in Black-Box Scenarios	Dimitrios Christos Asimopoulos, Panagiotis Radoglou-Grammatikis, Panagiotis Fouliras, Konstantinos Panitsidis, Georgios Efstathopoulos, Thomas Lagkas, Vasileios Argyriou, Igor Kotsiuba, Panagiotis Sarigiannidis	MINDS, UOWM	IEEE International Conference on Cyber Security and Resilience	https://doi.org/10.1109/CSR64739.2025.11130067	N/A
August 2025	LLMs in Security Testing and Monitoring: An Initial Study	Luong Nguyen, Manh-Dung Nguyen, Anh Hao Bui, Ana Rosa Cavalli, Edgardo Montes de Oca	MI	Availability, Reliability and Security: ARES 2025 EU Projects	https://doi.org/10.1007/978-3-032-00644-8_9	https://zenodo.org/records/16810804
August 2025	An Intelligent Network Fuzzer for Protocol Testing in Healthcare Systems	Manh-Dung Nguyen, Huu Nghia Nguyen, Lethycia Maia de Souza, Stylianos Karagiannis, Ana Rosa Cavalli, Edgardo Montes de Oca	MI, PDMFC	Availability, Reliability and Security: ARES 2025 EU Projects	https://doi.org/10.1007/978-3-032-00644-8_13	https://zenodo.org/records/16811133