A Hybrid Network Anomaly and Intrusion Detection Approach Based on Evolving Spiking Neural Network Classification. - Konstantinos Demertzis; Lazaros S. Iliadis (e-Democracy, 2013)

Evolving Computational Intelligence System for Malware Detection. - Konstantinos Demertzis; Lazaros S. Iliadis (CAiSE Workshops, 2014)

Bio-inspired Hybrid Intelligent Method for Detecting Android Malware. - Konstantinos Demertzis; Lazaros S. Iliadis (KICSS, 2014)

Intelligent Bio-Inspired Detection of Food Borne Pathogen by DNA Barcodes: The Case of Invasive Fish Species Lagocephalus Sceleratus. - Konstantinos Demertzis; Lazaros S. Iliadis (EANN, 2015)

SAME: An Intelligent Anti-malware Extension for Android ART Virtual Machine. - Konstantinos Demertzis; Lazaros S. Iliadis (ICCCI (2), 2015)

Evolving Smart URL Filter in a Zone-Based Policy Firewall for Detecting Algorithmically Generated Malicious Domains. - Konstantinos Demertzis; Lazaros S. Iliadis (SLDS, 2015)

Semi-supervised Hybrid Modeling of Atmospheric Pollution in Urban Centers. - Ilias Bougoudis; Konstantinos Demertzis; Lazaros S. Iliadis; Vardis-Dimitris Anezakis; Antonios Papaleonidas (EANN, 2016)

Fuzzy Cognitive Maps for Long-Term Prognosis of the Evolution of Atmospheric Pollution, Based on Climate Change Scenarios: The Case of Athens. - Vardis-Dimitris Anezakis; Konstantinos Demertzis; Lazaros S. Iliadis; Stefanos Spartalis (ICCCI (1), 2016)

A Hybrid Soft Computing Approach Producing Robust Forest Fire Risk Indices. - Vardis-Dimitris Anezakis; Konstantinos Demertzis; Lazaros S. Iliadis; Stefanos Spartalis (AIAI, 2016)

Adaptive Elitist Differential Evolution Extreme Learning Machines on Big Data: Intelligent Recognition of Invasive Species. - Konstantinos Demertzis; Lazaros S. Iliadis (INNS Conference on Big Data, 2016)

Fast and low cost prediction of extreme air pollution values with hybrid unsupervised learning. - Ilias Bougoudis; Konstantinos Demertzis; Lazaros S. Iliadis (Integr. Comput. Aided Eng., 2016)

HISYCOL a hybrid computational intelligence system for combined machine learning: the case of air pollution modeling in Athens. - Ilias Bougoudis; Konstantinos Demertzis; Lazaros S. Iliadis (Neural Comput. Appl., 2016)

A Spiking One-Class Anomaly Detection Framework for Cyber-Security on Industrial Control Systems. - Konstantinos Demertzis; Lazaros S. Iliadis; Stefanos Spartalis (EANN, 2017)

A deep spiking machine-hearing system for the case of invasive fish species. - Konstantinos Demertzis; Lazaros S. Iliadis; Vardis-Dimitris Anezakis (INISTA, 2017)

Hybrid Soft Computing Analytics of Cardiorespiratory Morbidity and Mortality Risk Due to Air Pollution. - Vardis-Dimitris Anezakis; Lazaros S. Iliadis; Konstantinos Demertzis; Georgios Mallinis (ISCRAM-med, 2017)

Hybrid Unsupervised Modeling of Air Pollution Impact to Cardiovascular and Respiratory Diseases. - Lazaros S. Iliadis; Vardis-Dimitris Anezakis; Konstantinos Demertzis; Georgios Mallinis (Int. J. Inf. Syst. Crisis Response Manag., 2017)

Detecting invasive species with a bio-inspired semi-supervised neurocomputing approach: the case of Lagocephalus sceleratus. - Konstantinos Demertzis; Lazaros S. Iliadis (Neural Comput. Appl., 2017)

Machine learning use in predicting interior spruce wood density utilizing progeny test information. - Konstantinos Demertzis; Lazaros S. Iliadis; Stavros Avramidis; Yousry A. El-Kassaby (Neural Comput. Appl., 2017)

Computational intelligence anti-malware framework for android OS. - Konstantinos Demertzis; Lazaros S. Iliadis (Vietnam. J. Comput. Sci., 2017)

Ανάπτυξη ευφυών προτύπων και αντίστοιχων πληροφοριακών συστημάτων, εμπνευσμένων από βιολογικά αντίστοιχα, με στόχο την αξιολόγηση περιβαλλοντικών προβλημάτων και κινδύνων - Konstantinos Demertzis (2017)

Soft computing forecasting of cardiovascular and respiratory incidents based on climate change scenarios. - Vardis-Dimitris Anezakis; Georgios Mallinis; Lazaros S. Iliadis; Konstantinos Demertzis (EAIS, 2018)

A Dynamic Ensemble Learning Framework for Data Stream Analysis and Real-Time Threat Detection. - Konstantinos Demertzis; Lazaros S. Iliadis; Vardis-Dimitris Anezakis (ICANN (1), 2018)

Blockchain-based Consents Management for Personal Data Processing in the IoT Ecosystem. - Konstantinos Rantos; George Drosatos; Konstantinos Demertzis; Christos Ilioudis; Alexandros Papanikolaou (ICETE (2), 2018)

Temporal Modeling of Invasive Species' Migration in Greece from Neighboring Countries Using Fuzzy Cognitive Maps. - Konstantinos Demertzis; Vardis-Dimitris Anezakis; Lazaros S. Iliadis; Stefanos Spartalis (AIAI, 2018)

MOLESTRA: A Multi-Task Learning Approach for Real-Time Big Data Analytics. - Konstantinos Demertzis; Lazaros S. Iliadis; Vardis-Dimitris Anezakis (INISTA, 2018)

ADvoCATE: A Consent Management Platform for Personal Data Processing in the IoT Using Blockchain Technology. - Konstantinos Rantos; George Drosatos; Konstantinos Demertzis; Christos Ilioudis; Alexandros Papanikolaou; Antonios Kritsas (SecITC, 2018)

The Next Generation Cognitive Security Operations Center: Network Flow Forensics Using Cybersecurity Intelligence. - Konstantinos Demertzis; Panayiotis Kikiras; Nikos Tziritas; Salvador Llopis Sánchez; Lazaros Iliadis 001 (Big Data Cogn. Comput., 2018)

Hybrid intelligent modeling of wild fires risk. - Vardis-Dimitris Anezakis; Konstantinos Demertzis; Lazaros S. Iliadis; Stefanos Spartalis (Evol. Syst., 2018)

Extreme deep learning in biosecurity: the case of machine hearing for marine species identification. - Konstantinos Demertzis; Lazaros S. Iliadis; Vardis-Dimitris Anezakis (J. Inf. Telecommun., 2018)

FuSSFFra, a fuzzy semi-supervised forecasting framework: the case of the air pollution in Athens. - Ilias Bougoudis; Konstantinos Demertzis; Lazaros S. Iliadis; Vardis-Dimitris Anezakis; Antonios Papaleonidas (Neural Comput. Appl., 2018)

Hybrid Soft Computing for Atmospheric Pollution-Climate Change Data Mining. - Lazaros S. Iliadis; Vardis-Dimitris Anezakis; Konstantinos Demertzis; Stefanos Spartalis (Trans. Comput. Collect. Intell., 2018)

A Machine Hearing Framework for Real-Time Streaming Analytics Using Lambda Architecture. - Konstantinos Demertzis; Lazaros S. Iliadis; Vardis-Dimitris Anezakis (EANN, 2019)

Cyber-Typhon: An Online Multi-task Anomaly Detection Framework. - Konstantinos Demertzis; Lazaros S. Iliadis; Panayiotis Kikiras; Nikos Tziritas (AIAI, 2019)

The Next Generation Cognitive Security Operations Center: Adaptive Analytic Lambda Architecture for Efficient Defense against Adversarial Attacks. - Konstantinos Demertzis; Nikos Tziritas; Panayiotis Kikiras; Salvador Llopis Sánchez; Lazaros Iliadis 001 (Big Data Cogn. Comput., 2019)

Large-Scale Geospatial Data Analysis: Geographic Object-Based Scene Classification in Remote Sensing Images by GIS and Deep Residual Learning. - Konstantinos Demertzis; Lazaros S. Iliadis; Elias Pimenidis (EANN, 2020)

GeoAI: A Model-Agnostic Meta-Ensemble Zero-Shot Learning Method for Hyperspectral Image Analysis and Classification. - Konstantinos Demertzis; Lazaros S. Iliadis (Algorithms, 2020)

A Dynamic Intelligent Policies Analysis Mechanism for Personal Data Processing in the IoT Ecosystem. - Konstantinos Demertzis; Konstantinos Rantos; George Drosatos (Big Data Cogn. Comput., 2020)

A Hybrid Adaptive Educational eLearning Project based on Ontologies Matching and Recommendation System. - Vasiliki Demertzi; Konstantinos Demertzis (CoRR, 2020)

Gryphon: a semi-supervised anomaly detection system based on one-class evolving spiking neural network. - Konstantinos Demertzis; Lazaros S. Iliadis; Ilias Bougoudis (Neural Comput. Appl., 2020)

Anomaly detection via blockchained deep learning smart contracts in industry 4.0. - Konstantinos Demertzis; Lazaros Iliadis 001; Nikos Tziritas; Panagiotis Kikiras (Neural Comput. Appl., 2020)

Identifying data streams anomalies by evolving spiking restricted Boltzmann machines. - Lining Xing 001; Konstantinos Demertzis; Jinghui Yang (Neural Comput. Appl., 2020)

Blockchained Adaptive Federated Auto MetaLearning BigData and DevOps CyberSecurity Architecture in Industry 4.0. - Konstantinos Demertzis; Lazaros Iliadis 001; Elias Pimenidis; Nikolaos Tziritas; Maria G. Koziri; Panagiotis Kikiras (EANN, 2021)

AI Threat Detection and Response on Smart Networks. - Konstantinos Demertzis; Lazaros Iliadis 001 (ICCCI, 2021)

A Lipschitz - Shapley Explainable Defense Methodology Against Adversarial Attacks. - Konstantinos Demertzis; Lazaros Iliadis 001; Panagiotis Kikiras (AIAI (Workshops), 2021)

Federated Blockchained Supply Chain Management: A CyberSecurity and Privacy Framework. - Konstantinos Demertzis; Lazaros Iliadis 001; Elias Pimenidis; Nikolaos Tziritas; Maria G. Koziri; Panagiotis Kikiras; Michael Tonkin (AIAI, 2021)

Darknet Traffic Big-Data Analysis and Network Management to Real-Time Automating the Malicious Intent Detection Process by a Weight Agnostic Neural Networks Framework. - Konstantinos Demertzis; Konstantinos G. Tsiknas; Dimitrios Taketzis; Charalabos Skianis; Lazaros Iliadis 001 (CoRR, 2021)

Blockchained Federated Learning for Threat Defense. - Konstantinos Demertzis (CoRR, 2021)

A Comprehensive Survey on Nanophotonics Neural Networks. - Konstantinos Demertzis; Georgios C. Papadopoulos; Lazaros Iliadis 001; Lykourgos Magafas (CoRR, 2021)

Geo-AI to aid disaster response by memory-augmented deep reservoir computing. - Konstantinos Demertzis; Lazaros Iliadis 001; Elias Pimenidis (Integr. Comput. Aided Eng., 2021)

Communication Network Standards for Smart Grid Infrastructures. - Konstantinos Demertzis; Konstantinos G. Tsiknas; Dimitrios Taketzis; Dimitrios N. Skoutas; Charalabos Skianis; Lazaros Iliadis 001; Kyriakos E. Zoiros (Network, 2021)

A Blockchained Secure and Integrity-Preserved Architecture for Military Logistics Operations. - Konstantinos Demertzis; Panagiotis Kikiras; Lazaros Iliadis 001 (EANN, 2022)

A Comparative Evaluation of Machine Learning Algorithms for the Prediction of R/C Buildings' Seismic Damage. - Konstantinos Demertzis; Konstantinos Kostinakis; Konstantinos Morfidis; Lazaros Iliadis 001 (CoRR, 2022)

Classification of Buildings' Potential for Seismic Damage by Means of Artificial Intelligence Techniques. - Konstantinos Kostinakis; Konstantinos Morfidis; Konstantinos Demertzis; Lazaros Iliadis 001 (CoRR, 2022)

An Overview of Cyber Threats, Attacks, and Countermeasures on the Primary Domains of Smart Cities. - Vasiliki Demertzi; Stavros Demertzis; Konstantinos Demertzis (CoRR, 2022)

An explainable semi-personalized federated learning model. - Konstantinos Demertzis; Lazaros Iliadis 001; Panagiotis Kikiras; Elias Pimenidis (Integr. Comput. Aided Eng., 2022)

Variational restricted Boltzmann machines to automated anomaly detection. - Konstantinos Demertzis; Lazaros Iliadis 001; Elias Pimenidis; Panagiotis Kikiras (Neural Comput. Appl., 2022)

A Comprehensive Survey on Nanophotonic Neural Networks: Architectures, Training Methods, Optimization, and Activations Functions. - Konstantinos Demertzis; Georgios D. Papadopoulos; Lazaros Iliadis 001; Lykourgos Magafas (Sensors, 2022)

Intelligence-Led Policing and the New Technologies Adopted by the Hellenic Police. - Georgios Gkougkoudis; Dimitrios Pissanidis; Konstantinos Demertzis (Digit., 2022)

An Autonomous Self-learning and Self-adversarial Training Neural Architecture for Intelligent and Resilient Cyber Security Systems. - Konstantinos Demertzis; Lazaros S. Iliadis (EANN, 2023)

Adaptive Reservoir Neural Gas: An Effective Clustering Algorithm for Addressing Concept Drift in Real-Time Data Streams. - Konstantinos Demertzis; Lazaros S. Iliadis; Antonios Papaleonidas (ICANN (6), 2023)

Next Generation Automated Reservoir Computing for Cyber Defense. - Konstantinos Demertzis; Lazaros S. Iliadis (AIAI (2), 2023)

An Overview of Privacy Dimensions on the Industrial Internet of Things (IIoT). - Vasiliki Demertzi; Stavros Demertzis; Konstantinos Demertzis (Algorithms, 2023)

A Cyber Threat Intelligence Management Platform for Industrial Environments. - Alexandros Papanikolaou; Aggelos Alevizopoulos; Christos Ilioudis; Konstantinos Demertzis; Konstantinos Rantos (CoRR, 2023)

A Secure and Privacy-Preserving Blockchain-Based XAI-Justice System. - Konstantinos Demertzis; Konstantinos Rantos; Lykourgos Magafas; Charalabos Skianis; Lazaros Iliadis 001 (Inf., 2023)

Analyzing Global Geopolitical Stability in Terms of World Trade Network Analysis. - Georgios D. Papadopoulos; Lykourgos Magafas; Konstantinos Demertzis; Ioannis Antoniou (Inf., 2023)

Machine Failure Prediction Using Survival Analysis. - Dimitris Papathanasiou; Konstantinos Demertzis; Nikos Tziritas (Future Internet, 2023)

An autoML network traffic analyzer for cyber threat detection. - Alexandros Papanikolaou; Aggelos Alevizopoulos; Christos Ilioudis; Konstantinos Demertzis; Konstantinos Rantos (Int. J. Inf. Sec., 2023)

A Hybrid Ontology Matching Mechanism for Adaptive Educational eLearning Environments. - Vasiliki Demertzi; Konstantinos Demertzis (Int. J. Inf. Technol. Decis. Mak., 2023)

Best-Practices-Based Training for Improving Cybersecurity in Power Grids. - Georgios Kavallieratos; Ahmed Amro; Vasileios Gkioulos; Grigore Stamatescu; Kostantinos Rantos; Thomas Lagkas; Konstantinos Demertzis; Fotis Paterakis; Alexios Lekidis; Christos Dalamagkas; Igor Kotsiuba; Sokratis K. Katsikas (ESORICS Workshops (2), 2024)