Stavros Shiaeles

Search results

• 2024

  A Study of Ethereum’s Transition from Proof-of-Work to Proof-of-Stake in Preventing Smart Contracts Criminal Activities

  Hall, O. J., Shiaeles, S. & Li, F., 26 Jan 2024, In: Network. 4, 1, p. 33-47

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  73 Downloads (Pure)

• Blockchain and AI for collaborative intrusion detection in 6G-enabled IoT networks

  Chelghoum, M., Bendiab, G., Labiod, M. A., Benmohammed, M., Shiaeles, S. & Mellouk, A., 20 Aug 2024, 2024 IEEE 25th International Conference on High Performance Switching and Routing, HPSR 2024. IEEE Computer Society, p. 179-184 6 p. (IEEE International Conference on High Performance Switching and Routing, HPSR).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• EEGDepressionNet: a novel self attention-based gated DenseNet with hybrid heuristic adopted mental depression detection model using EEG signals

  Abidi, M. H., Moiduddin, K., Ayub, R., Mohammed, M. K., Shankar, A. & Shiaeles, S., 15 May 2024, (Early online) In: IEEE Journal of Biomedical and Health Informatics.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  18 Downloads (Pure)

• Enhancing ATM security management in the post-quantum era with quantum key distribution

  Ahmad, F., Kanta, A., Shiaeles, S., Naeem, A., Khalid, Z. & Mahboob, K., 24 Jun 2024, (Accepted for publication) Proceedings of 2024 IEEE International Conference on Cyber Security and Resilience. Institute of Electrical and Electronics Engineers Inc.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Multi-scale convolutional auto encoder for anomaly detection in 6G environment

  Alsubai, S., Umer, M., Innab, N., Shiaeles, S. & Nappi, M., 1 Aug 2024, In: Computers and Industrial Engineering. 194, 13 p., 110396.

  Research output: Contribution to journal › Article › peer-review

  Open Access
• 2023

  A comparative analysis of feature eliminator methods to improve machine learning phishing detection

  Tanimu, J. A. & Shiaeles, S., 4 Dec 2023, (Early online) In: Journal of Data Science and Intelligent Systems.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  61 Downloads (Pure)

• A comparative analysis of Snort 3 and Suricata

  Boukebous, A. A. E., Fettache, M. I., Bendiab, G. & Shiaeles, S., 16 Jun 2023, 2023 IEEE IAS Global Conference on Emerging Technologies, GlobConET 2023. Institute of Electrical and Electronics Engineers Inc., 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
  1919 Downloads (Pure)

• A cost-efficient threat intelligence platform powered by crowdsourced OSINT

  Khalil Daou, A., Li, F. & Shiaeles, S., 28 Aug 2023, 2023 IEEE International Conference on Cyber Security and Resilience (CSR). Institute of Electrical and Electronics Engineers Inc., 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
  86 Downloads (Pure)

• An analysis of cloud security frameworks, problems and proposed solutions

  Chauhan, M. A. J. & Shiaeles, S., 23 Sept 2023, In: Network. 3, 3, p. 422-450 29 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  24 Downloads (Pure)

• An intelligent platform for threat assessment and cyber-attack mitigation in IoMT ecosystems

  Kolokotronis, N., Dareioti, M., Shiaeles, S. & Bellini, E., 12 Jan 2023, 2022 IEEE Globecom Workshops (GC Wkshps). Institute of Electrical and Electronics Engineers Inc., p. 541-546 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Autonomous vehicles security: challenges and solutions using blockchain and artificial intelligence

  Bendiab, G., Hameurlaine, A., Germanos, G., Kolokotronis, N. & Shiaeles, S., 20 Jan 2023, (Early online) In: IEEE Transactions on Intelligent Transportation Systems.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  1160 Downloads (Pure)

• BTV2P: Blockchain-based trust model for secure vehicles and pedestrians networks

  Chelghoum, M., Bendiab, G., Benmohammed, M., Shiaeles, S. & Bellini, E., 28 Aug 2023, Proceedings of the 2023 IEEE International Conference on Cyber Security and Resilience, CSR 2023. Institute of Electrical and Electronics Engineers Inc., p. 148-153 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
  44 Downloads (Pure)

• ELECTRON: an architectural framework for securing the smart electrical grid with federated detection, dynamic risk assessment and self-healing

  Radoglou-Grammatikis, P., Liatifis, A., Dalamagkas, C., Lekidis, A., Voulgaridis, K., Lagkas, T., Fotos, N., Menesidou, S. A., Krousarlis, T., Alcazar, P. R., Martinez, J. F., Skarmeta Gomez, A. F., Martín, A. M., Angulo, I., Nieto, J. V., Koshutanski, H., Rodriguez, R. D., Siniosoglou, I., Mavropoulos, O., Kyranou, K., & 15 othersSaoulidis, T., Adir, A., Masalha, R., Jimenez, P. G., Bellini, E., Kolokotronis, N., Shiaeles, S., Franquelo, J. G., Lalas, G., Zalonis, A., Voulgaridis, A., Bintoudi, A., Votis, K., Pampliega, D. & Sarigiannidis, P., 29 Aug 2023, ARES '23: Proceedings of the 18th International Conference on Availability, Reliability and Security. Association for Computing Machinery (ACM), 8 p. 51

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
  23 Downloads (Pure)

• GRABLOK: a novel graphical password authentication utilising blockchain technology

  Shiaeles, S., 2 Feb 2023, 2022 IEEE International Conference on Computing : (ICOCO). Institute of Electrical and Electronics Engineers Inc., 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
  179 Downloads (Pure)

• Image-based malware detection using α-cuts and binary visualisation

  Saridou, B., Moulas, I., Shiaeles, S. & Papadopoulos, B., 6 Apr 2023, In: Applied Sciences (Switzerland). 13, 7, 24 p., 4624.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  47 Downloads (Pure)

• VulDetect: A novel technique for detecting software vulnerabilities using language models

  Omar, M. & Shiaeles, S., 28 Aug 2023, 2023 IEEE International Conference on Cyber Security and Resilience (CSR). Institute of Electrical and Electronics Engineers Inc., 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
  327 Downloads (Pure)
• 2022

  CIDS: Collaborative Intrusion Detection System using Blockchain technology

  Gurung, G., Bendiab, G., Shiaele, M. & Shiaeles, S., 6 Sept 2022, Proceedings of the 2022 IEEE International Conference on Cyber Security and Resilience, CSR 2022. Institute of Electrical and Electronics Engineers Inc., p. 125-130 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Intrusion Detection System 100%
  • intrusion detection systems 100%
  • Networks 60%
  • detection 60%
  • Security Threat 40%

• Cybersecurity challenges in the maritime sector

  Akpan, F., Bendiab, G., Shiaeles, S., Karamperidis, S. & Michaloliakos, M., 7 Mar 2022, In: Network. 2, 1, p. 123-138 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Cybersecurity 100%
  • Attackers 50%
  • ships 50%
  • Vulnerabilities 25%
  • Security Challenge 25%
  310 Downloads (Pure)

• IDERES: Intrusion detection and response system using machine learning and attack graphs

  Rose, J. R., Swann, M., Grammatikakis, K. P., Koufos, I., Bendiab, G., Shiaeles, S. & Kolokotronis, N., 1 Oct 2022, In: Journal of Systems Architecture. 131, 12 p., 102722.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • devices 100%
  • detection 100%
  • machine learning 75%
  • intrusion 75%
  • Machine Learning 75%
  69 Downloads (Pure)

• IPASS: A novel open-source intelligence password scoring system

  Hubbard, J., Bendiab, G. & Shiaeles, S., 16 Aug 2022, Proceedings of the 2022 IEEE International Conference on Cyber Security and Resilience, CSR 2022. Institute of Electrical and Electronics Engineers Inc., p. 90-95 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Password 100%
  • Strong Password 25%
  • Accuracy 25%
  • User 25%
  • data 25%

• Message from the Chairs

  Shiaeles, S. & Kolokotronis, N., 16 Aug 2022, Proceedings of the 2022 IEEE International Conference on Cyber Security and Resilience, CSR 2022. Institute of Electrical and Electronics Engineers Inc., p. x-xi 2 p.

  Research output: Chapter in Book/Report/Conference proceeding › Foreword/postscript

  Open Access

• Phishing detection using machine learning algorithm

  Tanimu, J. & Shiaeles, S., 6 Sept 2022, Proceedings of the 2022 IEEE International Conference on Cyber Security and Resilience, CSR 2022. Institute of Electrical and Electronics Engineers Inc., p. 317-322 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • detection 100%
  • Phishing Detection 83%
  • Detection Method 33%
  • Phishing Attack 33%
  • machine learning 33%

• Privacy issues in Android applications: the cases of GPS navigators and fitness trackers

  Monogios, S., Magos, K., Limniotis, K., Kolokotronis, N. & Shiaeles, S., 30 May 2022, In: International Journal of Electronic Governance. 14, 1-2, p. 83-111 29 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • applications 100%
  • Personal Data 80%
  • Global Positioning System 60%
  • data 60%
  • global positioning system 60%
  94 Downloads (Pure)

• SAGMAD—a Signature Agnostic Malware Detection system based on binary visualisation and fuzzy sets

  Saridou, B., Rose, J. R., Shiaeles, S. & Papadopoulos, B., 26 Mar 2022, In: Electronics. 11, 7, 26 p., 1044.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Visualization 100%
  • applications 66%
  • data 50%
  • detection 50%
  • intrusion detection systems 50%
  122 Downloads (Pure)

• Utilising honeypots and machine learning to mitigate unknown threats in IoT

  Bendiab, G., Rose, J., Swann, M. & Shiaeles, S., 15 Mar 2022, Security Technologies and Methods for Advanced Cyber Threat Intelligence, Detection and Mitigation. Sargsyan, G., Kavallieros, D. & Kolokotronis, N. E. (eds.). Now Publishers Inc, p. 92-105 14 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

  Open Access

  File
  43 Downloads (Pure)
• 2021

  A comparative study of traffic generators: applicability for malware detection testbeds

  Swann, M., Rose, J., Bendiab, G., Shiaeles, S. & Savage, N., 22 Feb 2021, In: Journal of Internet Technology and Secured Transactions. 8, p. 705-713 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • tools 100%
  • performance 100%
  • Traffic Generator 75%
  • Network Traffic 50%
  • Security Control 50%
  255 Downloads (Pure)

• A novel multimodal biometric authentication system using machine learning and blockchain

  Brown, R., Bendiab, G., Shiaeles, S. & Ghita, B., 5 Jan 2021, Selected Papers from the 12th International Networking Conference - INC 2020. Ghita, B. & Shiaeles, S. (eds.). Springer, p. 31-46 16 p. (Lecture Notes in Networks and Systems; vol. 180).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • authentication 100%
  • Biometrics 80%
  • biometrics 80%
  • Authentication System 60%
  • User 60%
  64 Downloads (Pure)

• CHAINGE: a blockchain solution to automate payment detail updates to subscription services

  Buckley, D., Bendiab, G., Shiaeles, S., Savage, N. & Kolokotronis, N., 9 Jul 2021, 2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9473666. (2021 IEEE International Conference on Communications Workshops (ICC Workshops)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Blockchain 100%
  • data 33%
  • implementation 33%
  • solutions 33%
  • humans 33%
  73 Downloads (Pure)

• Cyber Security Certification Programmes

  Davri, E-C., Darra, E., Monogioudis, I., Grigoriadis, A., Iliou, C., Mengidis, N., Tsikrika, T., Vrochidis, S., Peratikou, A., Gibson, H., Haskovic, D., Kavallieros, D., Chaskos, E., Zhao, P., Shiaeles, S., Savage, N., Akhgar, B., Bellekens, X. & Farah, M. A. B., 6 Sept 2021, 2021 IEEE International Conference on Cyber Security and Resilience (CSR). Institute of Electrical and Electronics Engineers Inc., p. 428-435

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Cybersecurity 100%
  • certification 100%
  • Certification 66%
  • Cyber 33%
  • Certification Program 33%
  631 Downloads (Pure)

• Cyber-Security Threats, Actors, and Dynamic Mitigation

  Kolokotronis, N. (ed.) & Shiaeles, S. (ed.), 20 Apr 2021, CRC Press Inc. 392 p.

  Research output: Book/Report › Book

  Open Access

  • security 100%
  • Cyber 80%
  • Security Threat 60%
  • Actors 60%
  • mitigation 60%

• Data exfiltration: methods and detection countermeasures

  King, J., Bendiab, G., Savage, N. & Shiaeles, S., 6 Sept 2021, 2021 IEEE International Conference on Cyber Security and Resilience (CSR). Institute of Electrical and Electronics Engineers Inc., p. 442-447

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • data 100%
  • Data Exfiltration 85%
  • Detection 28%
  • Countermeasures 28%
  • detection 28%
  1182 Downloads (Pure)

• Facebook will drop its facial recognition system – but here’s why we should be sceptical

  Shiaeles, S., 10 Nov 2021, The Conversation.

  Research output: Contribution to specialist publication › Article

• Guest editorial: Special issue on novel cyber-security paradigms for software-defined and virtualized systems

  Valenza, F., Repetto, M. & Shiaeles, S., 5 Jul 2021, In: Computer Networks. 193, 108126.

  Research output: Contribution to journal › Editorial › peer-review

• Insider threat detection using deep autoencoder and variational autoencoder neural networks

  Pantelidis, E., Bendiab, G., Shiaeles, S. & Kolokotronis, N., 6 Sept 2021, 2021 IEEE International Conference on Cyber Security and Resilience (CSR). Institute of Electrical and Electronics Engineers Inc., p. 129-134

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Autoencoder 100%
  • detection 60%
  • variational methods 60%
  • Insider Threat 40%
  • performance 40%
  470 Downloads (Pure)

• Internet of Things, Threats, Landscape, and Countermeasures

  Shiaeles, S. (ed.) & Kolokotronis, N. (ed.), 29 Apr 2021, CRC Press Inc. 358 p.

  Research output: Book/Report › Book

  Open Access

  • Internet of Things 100%
  • internet 100%
  • Cyber 80%
  • security 80%
  • Threat 60%

• Intrusion detection using network traffic profiling and machine learning for IoT

  Rose, J., Swann, M., Bendiab, G., Shiaeles, S. & Kolokotronis, N., 26 Jul 2021, 2021 IEEE 7th International Conference on Network Softwarization (NetSoft). Institute of Electrical and Electronics Engineers Inc., p. 409-415 (IEEE NetSoft Proceedings Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • devices 100%
  • Internet of Things 80%
  • detection 80%
  • Machine Learning 60%
  • Networks 60%
  489 Downloads (Pure)

• IoT security frameworks

  Bendiab, G., Saridou, B., Barlow, L., Savage, N. & Shiaeles, S., 29 Apr 2021, Internet of Things, Threats, Landscape, and Countermeasures. Shiaeles, S. & Kolokotronis, N. (eds.). CRC Press Inc, p. 239-290

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

  Open Access

  • internet 100%
  • devices 83%
  • Internet of Things Device 50%
  • Threat 50%
  • Cyber 33%

• LIMAP: a lightweight multilayer authentication protocol for WBAN

  Das, P., Vashisth, A., Chadha, D., Ananda Kumar, S., Banerjee, A. & Shiaeles, S., 27 Aug 2021, (Early online) In: Wireless Personal Communications.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • body areas 100%
  • Body Sensor Network 100%
  • authentication 80%
  • layers 60%
  • security 60%
  73 Downloads (Pure)

• Linear regression trust management system for IoT systems

  Subramanian, A. K., Samanta, A., Manickam, S., Kumar, A., Shiaeles, S. & Mahendran, A., 1 Dec 2021, In: Cybernetics and Information Technologies. 21, 4, p. 15-27 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Internet of Things 100%
  • internet 100%
  • Artificial Intelligence 75%
  • Trust Management 75%
  • Regression 75%
  29 Downloads (Pure)

• Malware detection and mitigation

  Bendiab, G., Shiaeles, S. & Savage, N., 5 Apr 2021, Cyber-Security Threats, Actors, and Dynamic Mitigation. Kolokotronis, N. & Shiaeles, S. (eds.). CRC Press Inc, p. 199-246

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

  Open Access

• On federated cyber range network interconnection

  Peratikou, A., Louca, C., Shiaeles, S. & Stavrou, S., 5 Jan 2021, Selected Papers from the 12th International Networking Conference: INC 2020. Ghita, B. & Shiaeles, S. (eds.). Springer, p. 117-128 (Lecture Notes in Networks and Systems; vol. 180).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Cyber 100%
  • range 100%
  • Domains 50%
  • performance 37%
  • Interconnection Network 25%
  208 Downloads (Pure)

• On the suitability of blockchain platforms for IoT applications: architectures, security, privacy, and performance

  Brotsis, S., Limniotis, K., Bendiab, K., Kolokotronis, N. & Shiaeles, S., 22 May 2021, In: Computer Networks. 191, 29 p., 108005.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • internet 100%
  • Blockchain 90%
  • Internet of Things 90%
  • solutions 40%
  • performance 40%
  150 Downloads (Pure)

• Open source and commercial capture the flag cyber security learning platforms - A case study

  Swann, M., Rose, J., Bendiab, G., Shiaeles, S. & Li, F., 6 Sept 2021, 2021 IEEE International Conference on Cyber Security and Resilience (CSR). Institute of Electrical and Electronics Engineers Inc., p. 198-205

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • learning 100%
  • security 100%
  • Cyber 100%
  • Learning Platform 100%
  • metrics 66%
  1224 Downloads (Pure)

• Selected Papers from the 12th International Networking Conference: INC 2020

  Ghita, B. (ed.) & Shiaeles, S. (ed.), 4 Jan 2021, Springer. 242 p. (Lecture Notes in Networks and Systems; vol. 180)

  Research output: Book/Report › Book

  Open Access

  • Cyber 100%
  • range 100%
  • Domains 57%
  • performance 42%
  • Virtual Private Network 28%

• Thermal management in large data centres: security threats and mitigation

  Saridou, B., Bendiab, G., Shiaeles, S. & Papadopoulos, B., 10 Feb 2021, Security in Computing and Communications: 8th International Symposium, SSCC 2020, Chennai, India, October 14–17, 2020, Revised Selected Papers. Thampi, S. M., Wang, G., Rawat, D. B., Ko, R. & Fan, C-I. (eds.). Springer, p. 165-179 15 p. (Communications in Computer and Information Science; vol. 1364).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • data 100%
  • Data Center 100%
  • security 66%
  • growth 33%
  • detection 33%
  44 Downloads (Pure)

• Threats in critical infrastructures

  Peratikou, A., Shiaeles, S. & Stavrou, S., 29 Apr 2021, Internet of Things, Threats, Landscape, and Countermeasures. Shiaeles, S. & Kolokotronis, N. (eds.). CRC Press Inc, p. 97-136

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

  Open Access

• Understanding and mitigating banking Trojans: from Zeus to Emotet

  Grammatikakis, K. P., Koufos, I., Kolokotronis, N., Vassilakis, C. & Shiaeles, S., 6 Sept 2021, 2021 IEEE International Conference on Cyber Security and Resilience (CSR). Institute of Electrical and Electronics Engineers Inc., p. 121-128

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Trojans 100%
  • Network Security 50%
  • Networks 50%
  • security 50%
  • Experimental Result 25%
  338 Downloads (Pure)
• 2020

  2nd IEEE Services Workshop on Cyber Security and Resilience in the Internet of Things (CSRIoT 2020)

  Bellini, E., Shiaeles, S. & Kolokotronis, N., 21 Dec 2020, p. xxvi. 1 p.

  Research output: Contribution to conference › Abstract

  Open Access

• A case study of intra-library privacy issues on Android GPS navigation apps

  Monogios, S., Limniotis, K., Kolokotronis, N. & Shiaeles, S., Jan 2020, E-Democracy – Safeguarding Democracy and Human Rights in the Digital Age: 8th International Conference, e-Democracy 2019, Athens, Greece, December 12-13, 2019, Proceedings. Katsikas, S. & Zorkadis, V. (eds.). Springer, p. 34-48 (Communications in Computer and Information Science; vol. 1111).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • data 100%
  • applications 100%
  • libraries 100%
  • information 75%
  • gps 75%
  223 Downloads (Pure)

• A comparative analysis of cyber-threat intelligence sources, formats and languages

  Ramsdale, A., Shiaeles, S. & Kolokotronis, N., 16 May 2020, In: Electronics. 9, 5, 22 p., 824.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Cyber Threat Intelligence 100%
  • data 80%
  • Threat 40%
  • Standards 40%
  • Industry Standard 20%
  189 Downloads (Pure)