| Authors |
Title |
Conference/Journal |
| Anis Bouaziz, Manh-Dung Nguyen, Valeria Valdès, Ana Rosa Cavalli and Wissam Mallouli |
Study on Adversarial Attacks Techniques, Learning Methods and Countermeasures – Application to Anomaly Detection. |
ICSOFT 2023 – 18th International Conference on Software Technologies |
| Marek Pawlicki, Aleksandra Pawlicka, Mścisłaẃ Śrutek, Rafal Kozik, Michal Choraś |
Interpreting Intrusions – The Role of Explainability in AI-based Intrusion Detection Systems |
CORES 2023, IP&C 2023: Progress on Pattern Classification, Image Processing and Communications pp 45–53 |
| Wiktor Kurek, Marek Pawlicki, Aleksandra Pawlicka, Rafał Kozik & Michał Choraś |
Explainable Artificial Intelligence 101: Techniques, Applications and Challenges |
ICIC 2023: Advanced Intelligent Computing Technology and Applications pp 310–318 |
| Marek Pawlicki |
Towards Quality Measures for xAI algorithms: Explanation Stability |
2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA) |
| Barbara Villarini, Panagiotis Radoglou-Grammatikis, Thomas Lagkas, Panagiotis Sarigiannidis and Vasileios Argyriou |
Detection of Physical Adversarial Attacks on Traffic Signs for Autonomous Vehicles |
2023 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT) |
| Dimitrios Christos Asimopoulos, Panagiotis Radoglou-Grammatikis, Ioannis Makris, Valeri Mladenov, Konstantinos E. Psannis, Sotirios Goudos and Panagiotis Sarigiannidis |
Breaching the Defense: Investigating FGSM and CTGAN Adversarial Attacks on IEC 60870-5-104 AI-enabled Intrusion Detection Systems |
ARES ’23: Proceedings of the 18th International Conference on Availability, Reliability and Security |
| Stylianos Karagiannis, Emmanouil Magkos, Christoforos Ntantogian, Ricardo Cabecinha, Theofanis Fotis |
Cybersecurity and Medical Imaging: A Simulation-Based Approach to DICOM Communication |
eHealth Innovative Approaches and Applications Special Issue |
| Iturbe, Eider; Rios, Erkuden; Rego, Angel; Toledo, Nerea |
Artificial Intelligence for next generation cybersecurity: The AI4CYBER framework. |
ARES ’23: – Proceedings of the 18th International Conference on Availability, Reliability and Security |
| Aleksandra Pawlicka, Marek Pawlicki, Rafał Kozik , Michał Choraś |
The Need for Practical Legal and Ethical Guidelines for Explainable AI-based Network Intrusion Detection Systems. |
LegalAI@ICDM2023 – The 2ndInternational Workshop on Legal Intelligence Held in conjunction with ICDM 2023 |
| Eider Iturbe, Erkuden Rios, Nerea Toledo |
Towards trustworthy Artificial Intelligence: Security risk assessment methodology for Artificial Intelligence systems. |
CloudCom 2023 – International Conference on Cloud Computing Technology and Science |
| Christos Dalamagkas, Angelos Georgakis, Ioannis Papadopoulos, Kostas Hrissagis-Chrysagis, George Papadakis |
Time Series Problems in the Energy Sector |
2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW) |
| Aleksandra Pawlicka, Marek Pawlicki, Rafał Kozik, Michał Choraś |
The Rise of AI-Powered Writing: How ChatGPT is Revolutionizing Scientific Communication – For Better or For Worse |
ICAI, SPRINGER CCIS |
| Federica Uccello, Marek Pawlicki, Salvatore D’Antonio, Rafal Kozik, and Michal Choraś |
A novel approach to the use of explainability to mine network intrusion detection rules |
ACIIDS |
| Marek Pawlicki, Damian Puchalski, Sebastian Szelest, Aleksandra Pawlicka, Rafał Kozik, Michał Choraś |
Introducing a Multi-Perspective xAI Tool for Better Model Explainability |
ARES |
| Rafał Kozik, Gracjan Kątek, Marta Gackowska, Sebastian Kula, Joanna Komorniczak, Paweł Ksieniewicz, Aleksandra Pawlicka, Marek Pawlicki, Michał Choraś |
Towards explainable fake news detection and automated content credibility assessment: Polish internet and digital media use-case |
Neurocomputing |
| Marek Pawlicki |
ARIA, HaRIA and GeRIA: Novel Metrics for Pre-Model Interpretability |
IEEE Access |
| Ioannis Schoinas, Anna Triantafyllou, Dimosthenis Ioannidis, Dimitrios Tzovaras, Anastasios Drosou, Konstantinos Votis, Thomas Lagkas, Vasileios Argyriou, Panagiotis Sarigiannidis |
Federated Learning: Challenges, SoTA, Performance Improvements and Application Domains |
IEEE Open Journal of the Communications Society : Volume 5 |
| Christos Dalamagkas, Dimitrios Asimopoulos, Panagiotis Radoglou-Grammatikis, Nikolaos Maropoulos, Thomas Lagkas, Vasileios Argyriou, Gohar Sargsyan, Panagiotis Sarigiannidis |
AI4COLLAB: An AI-based Threat Information Sharing Platform |
ΙΕΕΕ |
| Marek Pawlicki, Aleksandra Pawlicka, Rafał Kozik & Michał Choraś |
The survey on the dual nature of xAI challenges in intrusion detection and their potential for AI innovation |
Artificial Intelligence Review |
