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
Konstantinos (Kostas) RANTOSInternational Hellenic UniversityVerified email at cs.ihu.gr
Charalabos SkianisUniversity of the AegeanVerified email at aegean.gr
Dimitrios TaketzisHellenic National Defence General StaffVerified email at hndgs.mil.gr
L MagafasProfessor of Electronics and Signal Processing, Department of PhysicsVerified email at physics.ihu.gr
Nikos TziritasUniversity of Thessaly, Department of Computer Science and TelecommunicationsVerified email at uth.gr
Christos IlioudisProfessor in Internet Security, International Hellenic University - GreeceVerified email at it.teithe.gr
Vasiliki DemertziInternational Hellenic University, IT Center AUTH (internship)Verified email at teiemt.gr
Dr. George DrosatosInstitute for Language and Speech Processing, Athena Research CenterVerified email at athenarc.gr
Dimitrios TsiotasAgricultural University of AthensVerified email at aua.gr
A PapaleonidasDemocritus University of Thrace, GreeceVerified email at civil.duth.gr
Stavros DemertzisStudentVerified email at plandevel.auth.gr
Konstantinos KostinakisProsessorVerified email at civil.auth.gr
Morfidis K.Verified email at itsak.gr
Vasiliki DimouAssistant Professor of forestryVerified email at fmenr.duth.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
Petros C. LazaridisPh.D. Student, 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	132	2021
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	85	2015
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	79	2020
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	74	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	74	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	72	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	66	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	64	2014
A bio-inspired hybrid artificial intelligence framework for cyber security K Demertzis, L Iliadis Computation, cryptography, and network security, 161-193, 2015	63	2015
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	59	2018
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	55	2021
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	55	2018
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	55	2017
Bio-inspired hybrid intelligent method for detecting android malware K Demertzis, L Iliadis Knowledge, Information and Creativity Support Systems: Selected Papers from …, 2016	53	2016
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	52	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	50	2019
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	46	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	43	2018
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	41	2015
Fuzzy cognitive maps for long-term prognosis of the evolution of atmospheric pollution, based on climate change scenarios: the case of Athens VD Anezakis, K Dermetzis, L Iliadis, S Spartalis Computational Collective Intelligence: 8th International Conference, ICCCI …, 2016	39	2016

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