{"id":2199,"date":"2025-10-21T13:05:14","date_gmt":"2025-10-21T11:05:14","guid":{"rendered":"https:\/\/ai4cyber.eu\/?page_id=2199"},"modified":"2025-10-21T14:57:39","modified_gmt":"2025-10-21T12:57:39","slug":"research-papers2","status":"publish","type":"page","link":"https:\/\/ai4cyber.eu\/?page_id=2199","title":{"rendered":"Research Papers"},"content":{"rendered":"

[et_pb_section fb_built=”1″ _builder_version=”4.14.8″ _module_preset=”default” background_color=”#d51156″ global_colors_info=”{}”][et_pb_row _builder_version=”4.14.8″ _module_preset=”default” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.14.8″ _module_preset=”default” global_colors_info=”{}”][et_pb_text _builder_version=”4.14.8″ _module_preset=”default” text_font=”|700|||||||” text_text_color=”#FFFFFF” text_font_size=”30px” global_colors_info=”{}”]<\/p>\n

RESEARCH PAPERS<\/p>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ fullwidth=”on” _builder_version=”4.14.8″ _module_preset=”default” global_colors_info=”{}”][et_pb_fullwidth_code _builder_version=”4.14.8″ _module_preset=”default” custom_margin=”5px|5px|5px|5px|false|false” custom_padding=”10px|10px|10px|10px|false|false” global_colors_info=”{}”]\u00a0<\/p>\n

Journal Publications<\/p>\n

<\/strong><\/pee>\n<\/p>\n<\/p>\n<\/p>\n<\/p>\n<\/p>\n<\/p>\n<\/p>\n<\/p>\n<\/p>\n<\/p>\n<\/p>\n<\/p>\n<\/p>\n<\/p>\n<\/p>\n<\/p>\n
Date of Publication<\/strong><\/center><\/td>\n

<\/p>\n

Title of Publication<\/strong><\/center><\/td>\n

<\/p>\n

Author(s)<\/strong><\/center><\/td>\n

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Partner(s)<\/strong><\/center><\/td>\n

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Journal Title<\/strong><\/center><\/td>\n

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PID (Publisher version of record) (DOI)<\/strong><\/center><\/td>\n

<\/p>\n

PID of deposited publication (Zenodo link)<\/strong><\/center><\/td>\n

<\/tr>\n

<\/p>\n

September\u00a0 2023<\/td>\n

<\/p>\n

Cybersecurity and Medical Imaging: A Simulation-Based Approach to DICOM Communication<\/td>\n

<\/p>\n

Stylianos Karagiannis, Emmanouil Magkos, Christoforos Ntantogian, Ricardo Cabecinha, Theofanis Fotis<\/td>\n

<\/p>\n

PDMFC, HES<\/td>\n

<\/p>\n

Applied Sciences (Appl. Sci.), an international, peer-reviewed open-access journal published by MDPI, Volume 13 (2023), Article 10072,<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.3390\/app131810072<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/11161187<\/a><\/td>\n

<\/tr>\n

<\/p>\n

May 2024<\/td>\n

<\/p>\n

Methodology for Code Synthesis Evaluation of LLMs Presented by a Case Study of ChatGPT and Copilot<\/td>\n

<\/p>\n

Zolt\u00e1n S\u00e1godi, Istv\u00e1n Siket, Rudolf Ferec<\/td>\n

<\/p>\n

FEA<\/td>\n

<\/p>\n

IEEE Access<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1109\/ACCESS.2024.3403858<\/a><\/td>\n

<\/p>\n

N\/A<\/td>\n

<\/tr>\n

<\/p>\n

September 2024<\/td>\n

<\/p>\n

Towards explainable fake news detection and automated content credibility assessment: Polish internet and digital media use-case<\/td>\n

<\/p>\n

Rafa\u0142 Kozik, Gracjan K\u0105tek, Marta Gackowska, Sebastian Kula, Joanna Komorniczak, Pawe\u0142 Ksieniewicz, Aleksandra Pawlicka, Marek Pawlicki, Micha\u0142 Chora\u015b<\/td>\n

<\/p>\n

ITTI<\/td>\n

<\/p>\n

Neurocomputing (Elsevier)<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1016\/j.neucom.2024.128450<\/a><\/td>\n

<\/p>\n

N\/A<\/td>\n

<\/tr>\n

<\/p>\n

September 2024<\/td>\n

<\/p>\n

ARIA, HaRIA and GeRIA: Novel Metrics for Pre-Model Interpretability<\/td>\n

<\/p>\n

Marek Pawlicki<\/td>\n

<\/p>\n

ITTI<\/td>\n

<\/p>\n

IEEE Access<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1109\/ACCESS.2024.3454084<\/a><\/td>\n

<\/p>\n

N\/A<\/td>\n

<\/tr>\n

<\/p>\n

September 2024<\/td>\n

<\/p>\n

Federated Learning: Challenges, SoTA, Performance Improvements and Application Domains<\/td>\n

<\/p>\n

Ioannis Schoinas, Anna Triantafyllou, Dimosthenis Ioannidis, Dimitrios Tzovaras, Anastasios Drosou, Konstantinos Votis, Thomas Lagkas, Vasileios Argyriou, Panagiotis Sarigiannidis<\/td>\n

<\/p>\n

UOWM<\/td>\n

<\/p>\n

IEEE Open Journal of the Communications Society (Volume 5, 2024)<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1109\/OJCOMS.2024.3458088<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/13856210<\/a><\/td<\/tr>\n

<\/p>\n

October 2024<\/td>\n

<\/p>\n

The survey on the dual nature of xAI challenges in intrusion detection and their potential for AI innovation<\/td>\n

<\/p>\n

Marek Pawlicki, Aleksandra Pawlicka, Rafa\u0142 Kozik, Micha\u0142 Chora\u015b<\/td>\n

<\/p>\n

ITTI<\/td>\n

<\/p>\n

Artificial Intelligence Review<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1007\/s10462-024-10972-3<\/a><\/td>\n

<\/p>\n

N\/A<\/td>\n

<\/tr>\n

<\/p>\n

October 2024<\/td>\n

<\/p>\n

Evaluating the necessity of the multiple metrics for assessing explainable AI: a critical examination<\/td>\n

<\/p>\n

Marek Pawlicki, Aleksandra Pawlicka, Federica Uccello, Sebastian Szelest, Salvatore D\u2019Antonio, Rafal Kozik, Michal Chora\u015b<\/td>\n

<\/p>\n

ITTI<\/td>\n

<\/p>\n

Neurocomputing (Elsevier)<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1016\/j.neucom.2024.128282<\/a><\/td>\n

<\/p>\n

N\/A<\/td>\n

<\/tr>\n

<\/p>\n

December 2024<\/td>\n

<\/p>\n

A comprehensive survey of Federated Intrusion Detection Systems: Techniques, challenges and solutions<\/td>\n

<\/p>\n

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<\/td>\n

<\/p>\n

MINDS, UOWM<\/td>\n

<\/p>\n

Computer Science Review<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1016\/j.cosrev.2024.100717<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/14592398<\/a><\/td>\n

<\/tr>\n

<\/p>\n

December 2024<\/td>\n

<\/p>\n

Unleashing offensive artificial intelligence: Automated attack technique code generation.<\/td>\n

<\/p>\n

Eider Iturbe, Oscar Llorente-Vazquez, Angel Rego, Erkuden Rios, and Nerea Toledo.<\/td>\n

<\/p>\n

TECNALIA<\/td>\n

<\/p>\n

Computers & Security<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1016\/j.cose.2024.104077<\/a><\/td>\n

<\/p>\n

N\/A<\/td>\n

<\/tr>\n

<\/p>\n

April 2025<\/td>\n

<\/p>\n

StatAvg: Mitigating Data Heterogeneity in Federated Learning for Intrusion Detection Systems<\/td>\n

<\/p>\n

Pavlos S. Bouzinis, Panagiotis Radoglou-Grammatikis, Ioannis Makris, Thomas Lagkas, Vasileios Argyriou, Georgios Th. Papadopoulos, Panagiotis Sarigiannidis, George K. Karagiannidis<\/td>\n

<\/p>\n

MINDS, UOWM<\/td>\n

<\/p>\n

IEEE Transactions on Emerging Topics in Computing<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1109\/TNSM.2025.3564387<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/15296005<\/a><\/td>\n

<\/tr>\n

<\/p>\n

April 2025<\/td>\n

<\/p>\n

AI4FIDS: Multimodal Federated Intrusion Detection<\/td>\n

<\/p>\n

\u00a0Panagiotis Radoglou-Grammatikis,Pavlos S. Bouzinis, Ioannis Makris, Thomas Lagkas, Vasileios Argyriou, Georgios Th. Papadopoulos, Panagiotis Fouliras, George Seritan, Panagiotis Sarigiannidis<\/td>\n

<\/p>\n

MINDS, UOWM<\/td>\n

<\/p>\n

IEEE Transactions on Emerging Topics in Computing<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1109\/TETC.2025.3562346<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/15295900<\/a><\/td>\n

<\/tr>\n

<\/p>\n

July 2025<\/td>\n

<\/p>\n

Reinforcement Learning in action: Powering intelligent intrusion responses to advanced cyber threats in realistic scenarios<\/td>\n

<\/p>\n

Eider Iturbe, Angel Rego, Oscar Llorente-Vazquez, Erkuden Rios, Christos Dalamagkas, Dimitris Merkouris, Nerea Toledo.<\/td>\n

<\/p>\n

TECNALIA<\/td>\n

<\/p>\n

Expert Systems with Applications<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1016\/j.eswa.2025.129168<\/a><\/td>\n

<\/p>\n

N\/A<\/td>\n

<\/tr>\n

<\/p>\n

September 2025<\/td>\n

<\/p>\n

Enhancing Accountability, Resilience, and Privacy of Intelligent Networks with XAI<\/td>\n

<\/p>\n

Thulitha Senevirathna, Chamara Sandeepa, Bartlomiej Siniarski, Manh-Dung Nguyen, Samuel Marchal, Michell Boerger, Madhusanka Liyanage, and Shen Wang<\/td>\n

<\/p>\n

MI<\/td>\n

<\/p>\n

IEEE Open Journal of the Communications Society<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1109\/OJCOMS.2025.3608784<\/a><\/td>\n

<\/p>\n

N\/A<\/td>\n

<\/tr>\n

<\/tbody>\n

<\/table>\n

\u00a0\u00a0<\/p>\n

Conference Papers<\/p>\n

<\/strong><\/pee>\u00a0<\/p>\n <\/p>\n<\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n
Date of Publication<\/strong><\/center><\/td>\n

<\/p>\n

Title of Publication<\/strong><\/center><\/td>\n

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Author(s)<\/strong><\/center><\/td>\n

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Partner(s)<\/strong><\/center><\/td>\n

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Conference Title<\/strong><\/center><\/td>\n

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PID (Publisher version of record) (DOI)<\/strong><\/center><\/td>\n

<\/p>\n

PID of deposited publication (Zenodo link)<\/strong><\/center><\/td>\n

\t\t <\/tr>\n

<\/p>\n

July 2023<\/td>\n

<\/p>\n

Study on Adversarial Attacks Techniques, Learning Methods and Countermeasures – Application to Anomaly Detection.<\/td>\n

<\/p>\n

Anis Bouaziz, Manh-Dung Nguyen, Valeria Vald\u00e8s, Ana Rosa Cavalli and Wissam Mallouli<\/td>\n

<\/p>\n

MI<\/td>\n

<\/p>\n

Proceedings of the 18th International Conference on Software Technologies (ICSOFT) \u2013 Volume 1<\/td>\n

<\/p>\n

http:\/\/dx.doi.org\/10.5220\/0012125100003538<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/11188048<\/a><\/td>\n

<\/tr>\n

<\/p>\n

July 2023<\/td>\n

<\/p>\n

Explainable Artificial Intelligence 101: Techniques, Applications and Challenges<\/td>\n

<\/p>\n

Wiktor Kurek, Marek Pawlicki, Aleksandra Pawlicka, Rafa\u0142 Kozik & Micha\u0142 Chora\u015b<\/td>\n

<\/p>\n

ITTI<\/td>\n

<\/p>\n

Lecture Notes in Networks and Systems (LNNS), \u201cExplainable Artificial Intelligence 101\u201d<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1007\/978-981-99-4752-2_26<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/11197232<\/a><\/td>\n

<\/tr>\n

<\/p>\n

August 2023<\/td>\n

<\/p>\n

Detection of Physical Adversarial Attacks on Traffic Signs for Autonomous Vehicles<\/td>\n

<\/p>\n

Barbara Villarini, Panagiotis Radoglou-Grammatikis, Thomas Lagkas, Panagiotis Sarigiannidis and Vasileios Argyriou<\/td>\n

<\/p>\n

UOWM<\/td>\n

<\/p>\n

2023 IEEE International Conference on Artificial Intelligence for Industries (IAICT)<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1109\/IAICT59002.2023.10205591<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/11173483<\/a><\/td>\n

<\/tr>\n

<\/p>\n

August 2023<\/td>\n

<\/p>\n

Artificial Intelligence for next generation cybersecurity: The AI4CYBER framework<\/td>\n

<\/p>\n

Iturbe, Eider; Rios, Erkuden; Rego, Angel; Toledo, Nerea\/ Proceedings of the 18th International Conference on Availability, Reliability and Security<\/td>\n

<\/p>\n

TECNALIA<\/td>\n

<\/p>\n

The 18th International Conference on Availability, Reliability and Security (ARES 2023)<\/td>\n

<\/p>\n

https:\/\/dl.acm.org\/doi\/abs\/10.1145\/3600160.3605051<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/11208855<\/a><\/td>\n

<\/tr>\n

<\/p>\n

August 2023<\/td>\n

<\/p>\n

A deep learning anomaly detection framework with explainability and robustness.<\/td>\n

<\/p>\n

Manh-Dung Nguyen, Anis Bouaziz, Valeria Vald\u00e9s, Ana Rosa Cavalli, Wissam Mallouli, Edgardo Montes de Oca<\/td>\n

<\/p>\n

MI<\/td>\n

<\/p>\n

The 18th International Conference on Availability, Reliability and Security (ARES 2023)<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1145\/3600160.3605052<\/a><\/td>\n

<\/p>\n

N\/A<\/td>\n

<\/tr>\n

<\/p>\n

September 2023<\/td>\n

<\/p>\n

Breaching the Defense: Investigating FGSM and CTGAN Adversarial Attacks on IEC 60870-5-104 AI-enabled Intrusion Detection Systems<\/td>\n

<\/p>\n

Dimitrios Christos Asimopoulos, Panagiotis Radoglou-Grammatikis, Ioannis Makris, Valeri Mladenov, Konstantinos E. Psannis, Sotirios Goudos and Panagiotis Sarigiannidis<\/td>\n

<\/p>\n

MINDS, UOWM<\/td>\n

<\/p>\n

The 18th International Conference on Availability, Reliability and Security (ARES 2023)<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1145\/3600160.3605163<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/11173313<\/a><\/td>\n

<\/tr>\n

<\/p>\n

November 2023<\/td>\n

<\/p>\n

Towards Quality Measures for xAI algorithms: Explanation Stability<\/td>\n

<\/p>\n

Marek Pawlicki<\/td>\n

<\/p>\n

ITTI<\/td>\n

<\/p>\n

2023 IEEE International Conference on Cyber Security and Resilience (CSR)<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1109\/DSAA60987.2023.10302535<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/11192435<\/a><\/td <\/tr>\n

<\/p>\n

December 2023<\/td>\n

<\/p>\n

IP&C 2023: Interpreting Intrusions – The Role of Explainability in AI-based Intrusion Detection Systems<\/td>\n

<\/p>\n

Marek Pawlicki, Aleksandra Pawlicka, M\u015bcis\u0142a\u1e83 \u015arutek, Rafal Kozik, Michal Chora\u015b<\/td>\n

<\/p>\n

ITTI<\/td>\n

<\/p>\n

International Conference on Information and Communications Security (IPC 2023) \u2013 Lecture Notes in Computer Science (LNCS)<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1007\/978-3-031-41630-9_5<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/11196682<\/a><\/td>\n

<\/tr>\n

<\/p>\n

December 2023<\/td>\n

<\/p>\n

The Need for Practical Legal and Ethical Guidelines for Explainable AI-based Network Intrusion Detection Systems<\/td>\n

<\/p>\n

Aleksandra Pawlicka, Marek Pawlicki, Rafa\u0142 Kozik , Micha\u0142 Chora\u015b<\/td>\n

<\/p>\n

ITTI<\/td>\n

<\/p>\n

2023 IEEE International Conference on Big Data (BigData) \u2013 Workshop<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1109\/ICDMW60847.2023.00038<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/11196610<\/a><\/td>\n

<\/tr>\n

<\/p>\n

December 2023<\/td>\n

<\/p>\n

Towards trustworthy Artificial Intelligence: Security risk assessment methodology for Artificial Intelligence systems<\/td>\n

<\/p>\n

Iturbe, Eider; Rios, Erkuden; Toledo, Nerea \/ CloudCom 2023<\/td>\n

<\/p>\n

TECNALIA<\/td>\n

<\/p>\n

2023 IEEE 15th International Conference on Cloud Computing Technology and Science (CloudCom)<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1109\/CloudCom59040.2023.00054<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/11209106<\/a><\/td>\n

<\/tr>\n

<\/p>\n

December 2023<\/td>\n

<\/p>\n

The Rise of AI-Powered Writing: How ChatGPT is Revolutionizing Scientific Communication – For Better or For Worse<\/td>\n

<\/p>\n

Aleksandra Pawlicka, Marek Pawlicki, Rafa\u0142 Kozik, Micha\u0142 Chora\u015b<\/td>\n

<\/p>\n

ITTI<\/td>\n

<\/p>\n

Communications in Computer and Information Science (CCIS), Springer<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1007\/978-981-97-0903-8_30<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/11196855<\/a><\/td>\n

<\/tr>\n

<\/p>\n

March 2024<\/td>\n

<\/p>\n

Surveying Cyber Threat Intelligence: A Concise Analysis of Current Landscape and Trends<\/td>\n

<\/p>\n

Panagiotis Radoglou-Grammatikis, Panagiotis Sarigiannidis, Elisavet Kioseoglou, Dimitrios Christos Asimopoulos, Thomas Lagkas, Vasileios Argyriou, Ioannis Nanos, Konstantinos E. Psannis, Sotirios Goudos<\/td>\n

<\/p>\n

UOWM, MINDS<\/td>\n

<\/p>\n

2023 IEEE 15th International Conference on Cloud Computing Technology and Science (CloudCom)<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1109\/CloudCom59040.2023.00057<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/11173801<\/a><\/td>\n

<\/tr>\n

<\/p>\n

April 2024<\/td>\n

<\/p>\n

A novel approach to the use of explainability to mine network intrusion detection rules<\/td>\n

<\/p>\n

Federica Uccello, Marek Pawlicki, Salvatore D\u2019Antonio, Rafal Kozik, and Michal Chora\u015b<\/td>\n

<\/p>\n

ITTI<\/td>\n

<\/p>\n

ACIIDS 2024 \u2013 Asian Conference on Intelligent Information and Database Systems<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1007\/978-981-97-4982-9_6<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/12911014<\/a><\/td>\n

<\/tr>\n

<\/p>\n

April 2024<\/td>\n

<\/p>\n

VulnGPT: Enhancing Source Code Vulnerability Detection Using AutoGPT and Adaptive Supervision Strategies<\/td>\n

<\/p>\n

Gergely Eberhardt, \u00c1kos Mil\u00e1nkovich<\/td>\n

<\/p>\n

SLAB<\/td>\n

<\/p>\n

2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT)<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1109\/DCOSS-IoT61029.2024.00072<\/a><\/td>\n

<\/p>\n

 N\/A<\/td>\n

<\/tr>\n

<\/p>\n

June 2024<\/td>\n

<\/p>\n

Time Series Problems in the Energy Sector<\/td>\n

<\/p>\n

Christos Dalamagkas; Angelos Georgakis; Ioannis Papadopoulos; Kostas Hrissagis-Chrysagis; George Papadakis<\/td>\n

<\/p>\n

PPC<\/td>\n

<\/p>\n

2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW)<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1109\/ICDEW61823.2024.00021<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/12207204<\/a><\/td>\n

<\/tr>\n

<\/p>\n

July 2024<\/td>\n

<\/p>\n

Introducing a Multi-Perspective xAI Tool for Better Model Explainability<\/td>\n

<\/p>\n

Marek Pawlicki, Damian Puchalski, Sebastian Szelest, Aleksandra Pawlicka, Rafa\u0142 Kozik, Micha\u0142 Chora\u015b<\/td>\n

<\/p>\n

ITTI<\/td>\n

<\/p>\n

ARES 2024 \u2013 International Conference on Availability, Reliability and Security<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1145\/3664476.3670905<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/12903812<\/a><\/td>\n

<\/tr>\n

<\/p>\n

September 2024<\/td>\n

<\/p>\n

AI4COLLAB: An AI-based Threat Information Sharing Platform<\/td>\n

<\/p>\n

Christos Dalamagkas, Dimitrios Asimopoulos, Panagiotis Radoglou-Grammatikis, Nikolaos Maropoulos, Thomas Lagkas, Vasileios Argyriou, Gohar Sargsyan, Panagiotis Sarigiannidis<\/td>\n

<\/p>\n

UOWM, MINDS, PPC<\/td>\n

<\/p>\n

2024 IEEE International Conference on Cyber Security and Resilience (CSR)<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1109\/CSR61664.2024.10679429<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/13856191<\/a><\/td>\n

<\/tr>\n

<\/p>\n

December 2024<\/td>\n

<\/p>\n

AAG: Adversarial Attack Generator for evaluating the robustness of Machine Learning Models against Adversarial Attacks<\/td>\n

<\/p>\n

Dimitrios Christos Asimopoulos, Panagiotis Radoglou-Grammatikis, Thomas Lagkas, Vasileios Argyriou\u2225, Ioannis Moscholios, Jorgen Cani, Georgios Th. Papadopoulos Evangelos K. Markakis , Panagiotis Sarigiannidis<\/td>\n

<\/p>\n

MINDS, UOWM<\/td>\n

<\/p>\n

IEEE International Conference on Big Data<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1016\/j.cosrev.2024.100717<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/14726141<\/a><\/td>\n

<\/tr>\n

<\/p>\n

December 2024<\/td>\n

<\/p>\n

Towards Transparent AI-Powered Cybersecurity in Financial Systems: The Deployment of Federated Learning and Explainable AI in the CaixaBank pilot<\/td>\n

<\/p>\n

Aikaterini Karampasi, Panagiotis Radoglou-Grammatikis, Marek Pawlicki, Ryszard Chora\u015b, Ramon Martin de Pozuelo, Panagiotis Sarigiannidis, Damian Puchalski, Aleksandra Pawlicka, Rafa\u0142 Kozik, Micha\u0142 Chora\u015b<\/td>\n

<\/p>\n

ITTI<\/td>\n

<\/p>\n

Proceedings of the 2024 IEEE International Conference on Data Mining Workshops (ICDMW) \u2014 IEEE conference publication<\/td>\n

<\/p>\n

https:\/\/doi.ieeecomputersociety.org\/10.1109\/ICDMW65004.2024.00041<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/15162906<\/a><\/td>\n

<\/tr>\n

<\/p>\n

February 2025<\/td>\n

<\/p>\n

The Evaluation of Adversarial Attacks Against ML-Powered NIDS in a Realistic Scenario<\/td>\n

<\/p>\n

Federica Uccello, Marek Pawlicki, Aleksandra Pawlicka, Salvatore D\u2019Antonio, Rafal Kozik, and Michal Chora\u015b<\/td>\n

<\/p>\n

ITTI<\/td>\n

<\/p>\n

Communications in Computer and Information Science (CCIS)<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1007\/978-981-96-1907-8_30<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/15163127<\/a><\/td>\n

<\/tr>\n

<\/p>\n

April 2025<\/td>\n

<\/p>\n

Proposition of a Novel Type of Attacks Targeting Explainable AI Algorithms in Cybersecurity<\/td>\n

<\/p>\n

Sebasian Szelest, Marek Pawlicki, Aleksandra Pawlicka, Rafa\u0142 Kozik, Micha\u0142 Chora\u015b<\/td>\n

<\/p>\n

ITTI<\/td>\n

<\/p>\n

ESORICS: DiSA<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1007\/978-3-031-82362-6_18<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/15163183<\/a><\/td>\n

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<\/p>\n

June 2025<\/td>\n

<\/p>\n

Una revisi\u00f3n de – Desatando la Inteligencia Artificial ofensiva: Generaci\u00f3n autom\u00e1tica de c\u00f3digo de t\u00e9cnicas de ataque<\/td>\n

<\/p>\n

Eider Iturbe, Oscar Llorente-Vazquez, Angel Rego, Erkuden Rios, and Nerea Toledo.<\/td>\n

<\/p>\n

TECNALIA<\/td>\n

<\/p>\n

JNIC 2025<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.26754\/uz.978-84-10169-61-6<\/a><\/td>\n

<\/p>\n

N\/A<\/td>\n

<\/tr>\n

<\/p>\n

August 2025<\/td>\n

<\/p>\n

Insights Into Domain Adaptation in Netflow-based Network Intrusion Detection powered by Deep Learning<\/td>\n

<\/p>\n

Marek Pawlicki, Sebastian Szelest, Rafa\u0142 Kozik, Micha\u0142 Chora\u015b<\/td>\n

<\/p>\n

ITTI<\/td>\n

<\/p>\n

Availability, Reliability and Security: ARES 2025 EU Projects<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1007\/978-3-032-00644-8_18<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/16919506<\/a><\/td>\n

<\/tr>\n

<\/p>\n

August 2025<\/td>\n

<\/p>\n

Surrogate-Guided Adversarial Attacks: Enabling White-Box Methods in Black-Box Scenarios<\/td>\n

<\/p>\n

Dimitrios Christos Asimopoulos, Panagiotis Radoglou-Grammatikis, Panagiotis Fouliras, Konstantinos Panitsidis, Georgios Efstathopoulos, Thomas Lagkas, Vasileios Argyriou, Igor Kotsiuba, Panagiotis Sarigiannidis<\/td>\n

<\/p>\n

MINDS, UOWM<\/td>\n

<\/p>\n

IEEE International Conference on Cyber Security and Resilience<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1109\/CSR64739.2025.11130067<\/a><\/td>\n

<\/p>\n

N\/A<\/td>\n

<\/tr>\n

<\/p>\n

August 2025<\/td>\n

<\/p>\n

LLMs in Security Testing and Monitoring: An Initial Study<\/td>\n

<\/p>\n

Luong Nguyen, Manh-Dung Nguyen, Anh Hao Bui, Ana Rosa Cavalli, Edgardo Montes de Oca<\/td>\n

<\/p>\n

MI<\/td>\n

<\/p>\n

Availability, Reliability and Security: ARES 2025 EU Projects<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1007\/978-3-032-00644-8_9<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/16810804<\/a><\/td>\n

<\/tr>\n

<\/p>\n

August 2025<\/td>\n

<\/p>\n

An Intelligent Network Fuzzer for Protocol Testing in Healthcare Systems<\/td>\n

<\/p>\n

Manh-Dung Nguyen, Huu Nghia Nguyen, Lethycia Maia de Souza, Stylianos Karagiannis, Ana Rosa Cavalli, Edgardo Montes de Oca<\/td>\n

<\/p>\n

MI, PDMFC<\/td>\n

<\/p>\n

Availability, Reliability and Security: ARES 2025 EU Projects<\/td>\n

<\/p>\n

https:\/\/doi.org\/10.1007\/978-3-032-00644-8_13<\/a><\/td>\n

<\/p>\n

https:\/\/zenodo.org\/records\/16811133<\/a><\/td>\n

<\/tr>\n

<\/table>\n

[\/et_pb_fullwidth_code][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"

RESEARCH PAPERS\u00a0Journal PublicationsDate of PublicationTitle of PublicationAuthor(s)Partner(s)Journal TitlePID (Publisher version of record) (DOI)PID of deposited publication (Zenodo link)September\u00a0 2023Cybersecurity and Medical Imaging: A Simulation-Based Approach to DICOM CommunicationStylianos Karagiannis, Emmanouil Magkos, Christoforos Ntantogian, Ricardo Cabecinha, Theofanis FotisPDMFC, HESApplied Sciences (Appl. Sci.), an international, peer-reviewed open-access journal published by MDPI, Volume 13 (2023), Article 10072,https:\/\/doi.org\/10.3390\/app131810072https:\/\/zenodo.org\/records\/11161187May 2024Methodology […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"class_list":["post-2199","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ai4cyber.eu\/index.php?rest_route=\/wp\/v2\/pages\/2199","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ai4cyber.eu\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ai4cyber.eu\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ai4cyber.eu\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ai4cyber.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2199"}],"version-history":[{"count":6,"href":"https:\/\/ai4cyber.eu\/index.php?rest_route=\/wp\/v2\/pages\/2199\/revisions"}],"predecessor-version":[{"id":2208,"href":"https:\/\/ai4cyber.eu\/index.php?rest_route=\/wp\/v2\/pages\/2199\/revisions\/2208"}],"wp:attachment":[{"href":"https:\/\/ai4cyber.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2199"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}