RESEARCH PAPERS
| Publication Date | Title | Authors | Partners | Conference/Journal | |
|---|---|---|---|---|---|
| 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 | ICSOFT 2023 – 18th International Conference on Software Technologies | |||
| Interpreting Intrusions – The Role of Explainability in AI-based Intrusion Detection Systems | Marek Pawlicki, Aleksandra Pawlicka, Mścisłaẃ Śrutek, Rafal Kozik, Michal Choraś | CORES 2023, IP&C 2023: Progress on Pattern Classification, Image Processing and Communications pp 45–53 | |||
| Explainable Artificial Intelligence 101: Techniques, Applications and Challenges | Wiktor Kurek, Marek Pawlicki, Aleksandra Pawlicka, Rafał Kozik & Michał Choraś | ICIC 2023: Advanced Intelligent Computing Technology and Applications pp 310–318 | |||
| Towards Quality Measures for xAI algorithms: Explanation Stability | Marek Pawlicki | 2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA) | |||
| Detection of Physical Adversarial Attacks on Traffic Signs for Autonomous Vehicles | Barbara Villarini, Panagiotis Radoglou-Grammatikis, Thomas Lagkas, Panagiotis Sarigiannidis and Vasileios Argyriou | 2023 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT) | |||
| 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 | ARES ’23: Proceedings of the 18th International Conference on Availability, Reliability and Security | |||
| Cybersecurity and Medical Imaging: A Simulation-Based Approach to DICOM Communication | Stylianos Karagiannis, Emmanouil Magkos, Christoforos Ntantogian, Ricardo Cabecinha, Theofanis Fotis | eHealth Innovative Approaches and Applications Special Issue | |||
| Artificial Intelligence for next generation cybersecurity: The AI4CYBER framework. | Iturbe, Eider; Rios, Erkuden; Rego, Angel; Toledo, Nerea | ARES ’23: – Proceedings of the 18th International Conference on Availability, Reliability and Security | |||
| The Need for Practical Legal and Ethical Guidelines for Explainable AI-based Network Intrusion Detection Systems. | Aleksandra Pawlicka, Marek Pawlicki, Rafał Kozik , Michał Choraś | LegalAI@ICDM2023 – The 2ndInternational Workshop on Legal Intelligence Held in conjunction with ICDM 2023 | |||
| Towards trustworthy Artificial Intelligence: Security risk assessment methodology for Artificial Intelligence systems. | Eider Iturbe, Erkuden Rios, Nerea Toledo | CloudCom 2023 – International Conference on Cloud Computing Technology and Science | |||
| Time Series Problems in the Energy Sector | Christos Dalamagkas, Angelos Georgakis, Ioannis Papadopoulos, Kostas Hrissagis-Chrysagis, George Papadakis | 2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW) | |||
| 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 | ICAI, SPRINGER CCIS | |||
| 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 | ACIIDS | |||
| Introducing a Multi-Perspective xAI Tool for Better Model Explainability | Marek Pawlicki, Damian Puchalski, Sebastian Szelest, Aleksandra Pawlicka, Rafał Kozik, Michał Choraś | ARES 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 | Neurocomputing | |||
| ARIA, HaRIA and GeRIA: Novel Metrics for Pre-Model Interpretability | Marek Pawlicki | IEEE Access | |||
| 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 | IEEE Open Journal of the Communications Society : Volume 5 | |||
| 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 | ΙΕΕΕ | |||
| 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 | Artificial Intelligence Review |