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RESEARCH PAPERS<\/p>\n

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Publication Date<\/th>\nTitle<\/th>\nAuthors<\/th>\nPartners<\/th>\nConference\/Journal<\/th>\n<\/tr>\n
<\/td>\nStudy on Adversarial Attacks Techniques, Learning Methods and Countermeasures – Application to Anomaly Detection<\/a>.<\/td>\nAnis Bouaziz, Manh-Dung Nguyen, Valeria Vald\u00e8s, Ana Rosa Cavalli and Wissam Mallouli<\/td>\n<\/td>\nICSOFT 2023 – 18th International Conference on Software Technologies<\/a><\/td>\n<\/tr>\n
<\/td>\nInterpreting Intrusions – The Role of Explainability in AI-based Intrusion Detection Systems<\/a><\/td>\nMarek Pawlicki, Aleksandra Pawlicka, M\u015bcis\u0142a\u1e83 \u015arutek, Rafal Kozik, Michal Chora\u015b<\/td>\n<\/td>\nCORES 2023, IP&C 2023:\u00a0Progress on Pattern Classification, Image Processing and Communications<\/a>\u00a0pp 45\u201353<\/td>\n<\/td>\n<\/tr>\n
<\/td>\nExplainable Artificial Intelligence 101: Techniques, Applications and Challenges<\/a><\/td>\nWiktor Kurek, Marek Pawlicki, Aleksandra Pawlicka, Rafa\u0142 Kozik & Micha\u0142 Chora\u015b<\/td>\n<\/td>\nICIC 2023:\u00a0Advanced Intelligent Computing Technology and Applications<\/a>\u00a0pp 310\u2013318<\/td>\n<\/tr>\n
<\/td>\n Towards Quality Measures for xAI algorithms: Explanation Stability<\/a><\/td>\nMarek Pawlicki<\/td>\n<\/td>\n2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA)<\/td>\n<\/tr>\n
<\/td>\nDetection of Physical Adversarial Attacks on Traffic Signs for Autonomous Vehicles<\/a><\/td>\nBarbara Villarini, Panagiotis Radoglou-Grammatikis, Thomas Lagkas, Panagiotis Sarigiannidis and Vasileios Argyriou<\/td>\n<\/td>\n2023 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT)<\/a><\/td>\n<\/tr>\n
<\/td>\nBreaching the Defense: Investigating FGSM and CTGAN Adversarial Attacks on IEC 60870-5-104 AI-enabled Intrusion Detection Systems<\/a><\/td>\nDimitrios Christos Asimopoulos, Panagiotis Radoglou-Grammatikis, Ioannis Makris, Valeri Mladenov, Konstantinos E. Psannis, Sotirios Goudos and Panagiotis Sarigiannidis<\/td>\n<\/td>\nARES ’23: Proceedings of the 18th International Conference on Availability, Reliability and Security<\/a><\/span><\/td>\n<\/tr>\n
<\/td>\nCybersecurity and Medical Imaging: A Simulation-Based Approach to DICOM Communication<\/a><\/td>\nStylianos Karagiannis, Emmanouil Magkos, Christoforos Ntantogian, Ricardo Cabecinha, Theofanis Fotis<\/td>\n<\/td>\neHealth Innovative Approaches and Applications Special Issue<\/a><\/span><\/td>\n<\/tr>\n
<\/td>\nArtificial Intelligence for next generation cybersecurity: The AI4CYBER framework<\/a>.<\/td>\nIturbe, Eider; Rios, Erkuden; Rego, Angel; Toledo, Nerea<\/td>\n<\/td>\nARES ’23: – Proceedings of the 18th International Conference on Availability, Reliability and Security<\/a><\/td>\n<\/tr>\n
<\/td>\nThe Need for Practical Legal and Ethical Guidelines for Explainable AI-based Network Intrusion Detection Systems.<\/a><\/td>\nAleksandra Pawlicka, Marek Pawlicki, Rafa\u0142 Kozik , Micha\u0142 Chora\u015b<\/td>\n<\/td>\nLegalAI@ICDM2023 – The 2ndInternational Workshop on Legal Intelligence Held in conjunction with ICDM 2023<\/a><\/td>\n<\/tr>\n
<\/td>\nTowards trustworthy Artificial Intelligence: Security risk assessment methodology for Artificial Intelligence systems.<\/a><\/td>\nEider Iturbe, Erkuden Rios, Nerea Toledo<\/td>\n<\/td>\nCloudCom 2023 – International Conference on Cloud Computing Technology and Science<\/a><\/td>\n<\/tr>\n
<\/td>\nTime Series Problems in the Energy Sector<\/a><\/td>\nChristos Dalamagkas, Angelos Georgakis, Ioannis Papadopoulos, Kostas Hrissagis-Chrysagis, George Papadakis<\/td>\n<\/td>\n2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW)<\/a><\/td>\n<\/tr>\n
<\/td>\nThe Rise of AI-Powered Writing: How ChatGPT is Revolutionizing Scientific Communication – For Better or For Worse<\/a><\/td>\nAleksandra Pawlicka, Marek Pawlicki, Rafa\u0142 Kozik, Micha\u0142 Chora\u015b<\/td>\n<\/td>\nICAI, SPRINGER CCIS<\/td>\n<\/tr>\n
<\/td>\nA novel approach to the use of explainability to mine network intrusion detection rules<\/a><\/td>\nFederica Uccello, Marek Pawlicki, Salvatore D\u2019Antonio, Rafal Kozik, and Michal Chora\u015b<\/td>\n<\/td>\nACIIDS<\/td>\n<\/tr>\n
<\/td>\nIntroducing a Multi-Perspective xAI Tool for Better Model Explainability<\/a><\/td>\nMarek Pawlicki, Damian Puchalski, Sebastian Szelest, Aleksandra Pawlicka, Rafa\u0142 Kozik, Micha\u0142 Chora\u015b<\/td>\n<\/td>\nARES 2024<\/td>\n<\/tr>\n
<\/td>\nTowards explainable fake news detection and automated content credibility assessment: Polish internet and digital media use-case<\/a><\/td>\nRafa\u0142 Kozik, Gracjan K\u0105tek, Marta Gackowska, Sebastian Kula, Joanna Komorniczak, Pawe\u0142 Ksieniewicz, Aleksandra Pawlicka, Marek Pawlicki, Micha\u0142 Chora\u015b<\/td>\n<\/td>\nNeurocomputing<\/td>\n<\/tr>\n
<\/td>\nARIA, HaRIA and GeRIA: Novel Metrics for Pre-Model Interpretability<\/a><\/td>\nMarek Pawlicki<\/td>\n<\/td>\nIEEE Access<\/td>\n<\/tr>\n
<\/td>\nFederated Learning: Challenges, SoTA, Performance Improvements and Application Domains<\/a><\/td>\nIoannis Schoinas, Anna Triantafyllou, Dimosthenis Ioannidis, Dimitrios Tzovaras, Anastasios Drosou, Konstantinos Votis, Thomas Lagkas, Vasileios Argyriou, Panagiotis Sarigiannidis<\/td>\n<\/td>\nIEEE Open Journal of the Communications Society : Volume 5<\/td>\n<\/tr>\n
<\/td>\nAI4COLLAB: An AI-based Threat Information Sharing Platform<\/a><\/td>\nChristos Dalamagkas, Dimitrios Asimopoulos, Panagiotis Radoglou-Grammatikis, Nikolaos Maropoulos, Thomas Lagkas, Vasileios Argyriou, Gohar Sargsyan, Panagiotis Sarigiannidis<\/td>\n<\/td>\n\u0399\u0395\u0395\u0395<\/td>\n<\/tr>\n
<\/td>\nThe survey on the dual nature of xAI challenges in intrusion detection and their potential for AI innovation<\/a><\/td>\nMarek Pawlicki, Aleksandra Pawlicka, Rafa\u0142 Kozik & Micha\u0142 Chora\u015b<\/td>\n<\/td>\nArtificial Intelligence Review<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n