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