Konstantinos Demertzis

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Professor Lazaros IliadisSch of Engineering Head of the Dep of Civil Engineering Lab of Mathematics and InformaticsVerified email at civil.duth.gr
VD AnezakisCandidate PhD Forestry and Management of the Environment and Natural ResourcesVerified email at fmenr.duth.gr
Panayotis KikirasEuropean Defence AgencyVerified email at ieee.org
Charalabos SkianisUniversity of the AegeanVerified email at aegean.gr
L MagafasProfessor of Electronics and Signal Processing, Department of PhysicsVerified email at physics.ihu.gr
Konstantinos (Kostas) RantosProfessor, Democritus University of ThraceVerified email at cs.duth.gr
Dimitrios TaketzisHellenic National Defence General StaffVerified email at hndgs.mil.gr
Nikos TziritasUniversity of Thessaly, Department of Computer Science and TelecommunicationsVerified email at uth.gr
Vasiliki DemertziInternational Hellenic University, IT Center AUTH (internship)Verified email at teiemt.gr
Ilias BougoudisEnvironmental Data ScientistVerified email at eoas.ubc.ca
Christos IlioudisProfessor in Internet Security, International Hellenic University - GreeceVerified email at it.teithe.gr
Dr. George DrosatosInstitute for Language and Speech Processing, Athena Research CenterVerified email at athenarc.gr
Stavros DemertzisStudentVerified email at plandevel.auth.gr
Dimitrios TsiotasAgricultural University of AthensVerified email at aua.gr
Konstantinos KostinakisAssociate ProsessorVerified email at civil.auth.gr
Morfidis K.Verified email at itsak.gr
A PapaleonidasDemocritus University of Thrace, GreeceVerified email at civil.duth.gr
Giorgos MallinisAristotle University of ThessalonikiVerified email at topo.auth.gr
Lazaros VasiliadisAssistant Professor, Department of Civil Engineering, Democritus University of Thrace, GreeceVerified email at civil.duth.gr
Ioannis E. KavvadiasAssistant Professor, Department of Civil Engineering, Democritus University of ThraceVerified email at civil.duth.gr

Konstantinos Demertzis

CTS, Hellenic Open University - Research Assistant, International Hellenic University

Verified email at ac.eap.gr

AI Cybersecurity AI Big Data MLOps XAI GAI


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Cyber threats to industrial IoT: a survey on attacks and countermeasures K Tsiknas, D Taketzis, K Demertzis, C Skianis IoT 2 (1), 163-186, 2021	169	2021
Anomaly detection via blockchained deep learning smart contracts in industry 4.0 K Demertzis, L Iliadis, N Tziritas, P Kikiras Neural Computing and Applications 32 (23), 17361-17378, 2020	101	2020
HISYCOL a hybrid computational intelligence system for combined machine learning: the case of air pollution modeling in Athens I Bougoudis, K Demertzis, L Iliadis Neural Computing and Applications, 1-16, 2015	93	2015
ADvoCATE: a consent management platform for personal data processing in the IoT using blockchain technology K Rantos, G Drosatos, K Demertzis, C Ilioudis, A Papanikolaou, A Kritsas Innovative Security Solutions for Information Technology and Communications …, 2019	82	2019
A spiking one-class anomaly detection framework for cyber-security on industrial control systems K Demertzis, L Iliadis, S Spartalis Engineering Applications of Neural Networks: 18th International Conference …, 2017	80	2017
Modeling and Forecasting the COVID-19 Temporal Spread in Greece: An Exploratory Approach Based on Complex Network Defined Splines K Demertzis, D Tsiotas, L Magafas Int. J. Environ. Res. Public Health 17 (4693), 2020	76	2020
Blockchain-based Consents Management for Personal Data Processing in the IoT Ecosystem. K Rantos, G Drosatos, K Demertzis, C Ilioudis, A Papanikolaou ICETE (2) 298, 572-577, 2018	69	2018
A hybrid network anomaly and intrusion detection approach based on evolving spiking neural network classification K Demertzis, L Iliadis E-Democracy, Security, Privacy and Trust in a Digital World: 5th …, 2014	69	2014
A bio-inspired hybrid artificial intelligence framework for cyber security K Demertzis, L Iliadis Computation, cryptography, and network security, 161-193, 2015	65	2015
Darknet traffic big-data analysis and network management for real-time automating of the malicious intent detection process by a weight agnostic neural networks framework K Demertzis, K Tsiknas, D Takezis, C Skianis, L Iliadis Electronics 10 (7), 781, 2021	64	2021
An innovative soft computing system for smart energy grids cybersecurity K Demertzis, LS Iliadis, VD Anezakis Advances in Building Energy Research 12 (1), 3-24, 2018	63	2018
Gryphon: a semi-supervised anomaly detection system based on one-class evolving spiking neural network K Demertzis, L Iliadis, I Bougoudis Neural Computing and Applications 32 (9), 4303-4314, 2020	61	2020
The next generation cognitive security operations center: adaptive analytic lambda architecture for efficient defense against adversarial attacks K Demertzis, N Tziritas, P Kikiras, SL Sanchez, L Iliadis Big Data and Cognitive Computing 3 (1), 6, 2019	60	2019
Adaptive elitist differential evolution extreme learning machines on big data: intelligent recognition of invasive species K Demertzis, L Iliadis Advances in Big Data: Proceedings of the 2nd INNS Conference on Big Data …, 2017	60	2017
The Next Generation Cognitive Security Operations Center: Network Flow Forensics Using Cybersecurity Intelligence K Demertzis, P Kikiras, N Tziritas, L Sanchez, Salvador, L Iliadis Big Data and Cognitive Computing — Open Access Journal 2 (35), 2018	59	2018
An overview of cyber threats, attacks and countermeasures on the primary domains of smart cities V Demertzi, S Demertzis, K Demertzis Applied Sciences 13 (2), 790, 2023	58	2023
Bio-inspired hybrid intelligent method for detecting android malware K Demertzis, L Iliadis Knowledge, Information and Creativity Support Systems: Selected Papers from …, 2016	52	2016
Extreme deep learning in biosecurity: the case of machine hearing for marine species identification K Demertzis, LS Iliadis, VD Anezakis Journal of Information and Telecommunication 2 (4), 492-510, 2018	48	2018
Fast and low cost prediction of extreme air pollution values with hybrid unsupervised learning I Bougoudis, K Demertzis, L Iliadis Integrated Computer-Aided Engineering 23 (2), 115-127, 2016	47	2016
Evolving smart URL filter in a zone-based policy firewall for detecting algorithmically generated malicious domains K Demertzis, L Iliadis Statistical Learning and Data Sciences: Third International Symposium, SLDS …, 2015	43	2015

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