Stavros Shiaeles

2024

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).

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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 Sept 2024, Proceedings of 2024 IEEE International Conference on Cyber Security and Resilience. Institute of Electrical and Electronics Engineers Inc., 6 p.

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Peer-to-peer meets onion: the Veilid Framework

Glatzer, S., Shiaeles, S., Khusainov, R. & Taheri, R., 4 Sept 2024, 2024 IEEE International Conference on Cyber Security and Resilience (CSR). IEEE/ IAPR, 6 p.

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

The effect of privacy concerns, interaction, trust, age, and gender on self-disclosure behaviours on social networking sites

Coca, A., Li, F., Shiaeles, S., Wu, D. & Liu, F., 4 Sept 2024, 2024 IEEE International Conference on Cyber Security and Resilience (CSR). IEEE/ IAPR, p. 551-556 6 p.

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

Video-based abnormal human behaviour detection for video forensics

Ziani, I., Bendiab, G., Bouzenada, M. & Shiaeles, S., 24 Sept 2024, 2024 IEEE International Conference on Cyber Security and Resilience (CSR). IEEE/ IAPR, p. 401-406 6 p.

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

2023

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.

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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.

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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

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.

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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 others, Saoulidis, 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

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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.

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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.

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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

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

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

2021

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).

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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)).

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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

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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

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1530 Downloads (Pure)

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

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566 Downloads (Pure)

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).

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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

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241 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

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1470 Downloads (Pure)

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).

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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

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520 Downloads (Pure)

2020

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).

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299 Downloads (Pure)

Advanced metering infrastructures: security risks and mitigation

Bendiab, G., Grammatikakis, K. P., Koufos, I., Kolokotronis, N. & Shiaeles, S., 25 Aug 2020, Proceedings of the 15th International Conference on Availability, Reliability and Security, ARES 2020. Association for Computing Machinery, Inc, 8 p. 113. (ACM International Conference Proceedings Series).

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

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309 Downloads (Pure)

A novel approach to detect phishing attacks using binary visualisation and machine learning

Barlow, L., Bendiab, G., Shiaeles, S. & Savage, N., 21 Dec 2020, Proceedings - 2020 IEEE World Congress on Services, SERVICES 2020. Institute of Electrical and Electronics Engineers Inc., p. 177-182 6 p. (IEEE SERVICES Proceedings Series).

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

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953 Downloads (Pure)

Audio interval retrieval using convolutional neural networks

Kuzminykh, I., Shevchuk, D., Shiaeles, S. & Ghita, B., 22 Dec 2020, Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 20th International Conference, NEW2AN 2020 and 13th Conference, ruSMART 2020, Proceedings. Galinina, O., Andreev, S., Balandin, S. & Koucheryavy, Y. (eds.). Springer, p. 229-240 12 p. (Lecture Notes in Computer Science; vol. 12525).

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

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225 Downloads (Pure)

BotSpot: Deep learning classification of bot accounts within Twitter

Braker, C., Shiaeles, S., Bendiab, G., Savage, N. & Limniotis, K., 22 Dec 2020, Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 20th International Conference, NEW2AN 2020 and 13th Conference, ruSMART 2020, Proceedings. Galinina, O., Andreev, S., Balandin, S. & Koucheryavy, Y. (eds.). Springer, p. 165-175 11 p. (Lecture Notes in Computer Science; vol. 12525).

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

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391 Downloads (Pure)

Comparative analysis of cryptographic key management systems

Kuzminykh, L., Ghita, B. & Shiaeles, S., 22 Dec 2020, Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 20th International Conference, NEW2AN 2020 and 13th Conference, ruSMART 2020, Proceedings. Galinina, O., Andreev, S., Balandin, S. & Koucheryavy, Y. (eds.). Springer, p. 80-94 15 p. (Lecture Notes in Computer Science; vol. 12526).

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

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198 Downloads (Pure)

Detection of insider threats using artificial intelligence and visualisation

Koutsouvelis, V., Shiaeles, S., Ghita, B. & Bendiab, G., 12 Aug 2020, Proceedings of the 2020 IEEE Conference on Network Softwarization: Bridging the Gap Between AI and Network Softwarization, NetSoft 2020. De Turck, F., Chemouil, P., Wauters, T., Zhani, M. F., Cerroni, W., Pasquini, R. & Zhu, Z. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 437-443 7 p.

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

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350 Downloads (Pure)

Improving sentiment analysis of Arabic tweets

Alruban, A., Abduallah, M., Bendiab, G., Shiaeles, S. & Palomino, M., 26 Apr 2020, Security in Computing and Communications. Thampi, S. M., Martinez Perez, G., Ko, R. & Rawat, D. B. (eds.). Singapore: Springer, p. 146-158 13 p. (Communications in Computer and Information Science; vol. 1208).

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Intrusion detection systems for smart home IoT devices: experimental comparison study

Alsakran, F., Bendiab, G., Shiaeles, S. & Kolokotronis, N., 26 Apr 2020, Security in Computing and Communications. Thampi, S. M., Martinez Perez, G., Ko, R. & Rawat, D. B. (eds.). Singapore: Springer, p. 87-98 12 p. (Communications in Computer and Information Science; vol. 1208).

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

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1502 Downloads (Pure)

IoT malware network traffic classification using visual representation and deep learning

Bendiab, G., Shiaeles, S., Alruban, A. & Kolokotronis, N., 12 Aug 2020, Proceedings of the 2020 IEEE Conference on Network Softwarization: Bridging the Gap Between AI and Network Softwarization, NetSoft 2020. De Turck, F., Chemouil, P., Wauters, T., Zhani, M. F., Cerroni, W., Pasquini, R. & Zhu, Z. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 444-449 6 p.

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

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On the security and privacy of hyperledger fabric: challenges and open issues

Brotsis, S., Kolokotronis, N., Limniotis, K., Bendiab, G. & Shiaeles, S., 21 Dec 2020, Proceedings - 2020 IEEE World Congress on Services, SERVICES 2020. Institute of Electrical and Electronics Engineers Inc., p. 197-204 8 p. 9284197. (IEEE SERVICES Proceedings Series).

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1417 Downloads (Pure)

On the security of permissioned blockchain solutions for IoT applications

Brotsis, S., Kolokotronis, N., Limniotis, K. & Shiaeles, S., 12 Aug 2020, Proceedings of the 2020 IEEE Conference on Network Softwarization: Bridging the Gap Between AI and Network Softwarization, NetSoft 2020. De Turck, F., Chemouil, P., Wauters, T., Zhani, M. F., Cerroni, W., Pasquini, R. & Zhu, Z. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 465-472 8 p.

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

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306 Downloads (Pure)

SoMIAP: Social Media Images Analysis and Prediction Framework

Shi, Y., Bendiab, G., Shiaeles, S. & Savage, N., 22 Dec 2020, Internet of Things, Smart Spaces, and Next Generation Networks and Systems: 20th International Conference, NEW2AN 2020, and 13th Conference, ruSMART 2020, St. Petersburg, Russia, August 26–28, 2020, Proceedings, Part I. Galinina, O., Andreev, S., Balandin, S. & Koucheryavy, Y. (eds.). Springer, p. 205-216 (Lecture Notes in Computer Science; vol. 12525).

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Synergy of trust, blockchain and smart contracts for optimization of decentralized IoT service platforms

Shala, B., Trick, U., Lehmann, A., Ghita, B. & Shiaeles, S., 28 Mar 2020, Advanced Information Networking and Applications - Proceedings of the 34th International Conference on Advanced Information Networking and Applications, AINA 2020. Barolli, L., Amato, F., Moscato, F., Enokido, T. & Takizawa, M. (eds.). Springer, p. 547-558 12 p. (Advances in Intelligent Systems and Computing; vol. 1151).

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

Open Access

2019

Agent-based vs agent-less sandbox for dynamic behavioral analysis

Ali, M., Shiaeles, S., Papadaki, M. & Ghita, B. V., 7 Feb 2019, 2018 Global Information Infrastructure and Networking Symposium, GIIS 2018. Institute of Electrical and Electronics Engineers Inc., 5 p. 8635598. (2018 Global Information Infrastructure and Networking Symposium, GIIS 2018).

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

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A novel approach for performance-based clustering and management of network traffic flows

Al-Saadi, M., Ghita, B. V., Shiaeles, S. & Sarigiannidis, P., 22 Jul 2019, 2019 15th International Wireless Communications and Mobile Computing Conference (IWCMC). Institute of Electrical and Electronics Engineers Inc., p. 2025-2030 6 p. 8766728. (2019 15th International Wireless Communications and Mobile Computing Conference (IWCMC)).

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

Open Access

A novel malware detection system based on machine learning and binary visualization

Baptista, I., Shiaeles, S. & Kolokotronis, N., 11 Jul 2019, 2019 IEEE International Conference on Communications Workshops, ICC Workshops 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 6 p. 8757060. (2019 IEEE International Conference on Communications Workshops, ICC Workshops 2019 - Proceedings).

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

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A novel online incremental learning intrusion prevention system

Constantinides, C., Shiaeles, S., Ghita, B. & Kolokotronis, N., 15 Jul 2019, 2019 10th IFIP International Conference on New Technologies, Mobility and Security, NTMS 2019 - Proceedings and Workshop. Institute of Electrical and Electronics Engineers Inc., 6 p. 8763842. (2019 10th IFIP International Conference on New Technologies, Mobility and Security, NTMS 2019 - Proceedings and Workshop).

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

Open Access

Blockchain-based trust communities for decentralized M2M application services

Shala, B., Trick, U., Lehmann, A., Ghita, B. & Shiaeles, S., 1 Jan 2019, Advances on P2P, Parallel, Grid, Cloud and Internet Computing: Proceedings of the 13th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2018). Xhafa, F., Leu, F.-Y., Ficco, M. & Yang, C.-T. (eds.). Springer, p. 62-73 12 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 24).

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

Open Access

Blockchain solutions for forensic evidence preservation in IoT environments

Brotsis, S., Kolokotronis, N., Limniotis, K., Shiaeles, S., Kavallieros, D., Bellini, E. & Pavue, C., 22 Aug 2019, 2019 IEEE Conference on Network Softwarization (NetSoft). De Turck, F., Esposito, F., Chemouil, P., Festor, O., Secci, S., Jacquenet, C. & Cerroni, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 110-114 5 p. 8806675

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

Open Access

Data encryption and fragmentation in autonomous vehicles using raspberry Pi 3

Murad, S., Shiaeles, S., Khan, A. & Masala, G., 29 Aug 2019, 2019 IEEE World Congress on Services (SERVICES). Chang, C. K., Chen, P., Goul, M., Oyama, K., Reiff-Marganiec, S., Sun, Y., Wang, S. & Wang, Z. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 212-216 5 p. 8817210. (IEEE SERVICES Proceedings Series).

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

Open Access

Data protection by design for cybersecurity systems in a smart home environment

Gkotsopoulou, O., Charalambous, E., Limniotis, K., Quinn, P., Kavallieros, D., Sargsyan, G., Shiaeles, S. & Kolokotronis, N., 22 Aug 2019, Proceedings - 2019 IEEE Conference on Network Softwarization (NetSoft). Jacquenet, C., De Turck, F., Chemouil, P., Esposito, F., Festor, O., Cerroni, W. & Secci, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 101-109 9 p. 8806694

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

Open Access

DDoS attack mitigation through Root-DNS Server: a case study

Saridou, B., Shiaeles, S. & Papadopoulos, B., 29 Aug 2019, 2019 IEEE World Congress on Services (SERVICES). Chang, C. K., Chen, P., Goul, M., Oyama, K., Reiff-Marganiec, S., Sun, Y., Wang, S. & Wang, Z. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 60-65 6 p. 8817238. (2019 IEEE World Congress on Services (SERVICES)).

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

Open Access

Detection of LDDoS attacks based on TCP connection parameters

Siracusano, M., Shiaeles, S. & Ghita, B., 7 Feb 2019, 2018 Global Information Infrastructure and Networking Symposium, GIIS 2018. Institute of Electrical and Electronics Engineers Inc., (IEEE GIIS Proceedings Series).

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Distributed ledger technology for trust management optimisation in M2M

Shala, B., Trick, U., Lehmann, A., Ghita, B. & Shiaeles, S., 6 Jun 2019, Mobile Communication - Technologies and Applications. VDE-Verlag, Vol. 24. p. 93-98 6 p.

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

Open Access

Stavros Shiaeles

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