Nickolaos Koroniotis

Research Associate
Senior Research Associate

PUBLICATIONS

Preprints
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Koroniotis N; Moustafa N; Turnbull B; Schiliro F; Gauravaram P; Janicke H, 2021, A Deep Learning-based Penetration Testing Framework for Vulnerability Identification in Internet of Things Environments, http://dx.doi.org/10.48550/arxiv.2109.09259
2021
Koroniotis N; Moustafa N, 2020, Enhancing network forensics with particle swarm and deep learning: The particle deep framework, http://dx.doi.org/10.48550/arxiv.2005.00722
2020
Koroniotis N; Moustafa N; Sitnikova E; Turnbull B, 2018, Towards the Development of Realistic Botnet Dataset in the Internet of Things for Network Forensic Analytics: Bot-IoT Dataset, http://dx.doi.org/10.48550/arxiv.1811.00701
2018
Koroniotis N; Moustafa N; Sitnikova E; Slay J, 2017, Towards Developing Network forensic mechanism for Botnet Activities in the IoT based on Machine Learning Techniques, http://dx.doi.org/10.48550/arxiv.1711.02825
2017
Conference Papers
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Koroniotis N; Moustafa N; Turnbull B; Schiliro F; Gauravaram P; Janicke H, 2021, 'A Deep Learning-based Penetration Testing Framework for Vulnerability Identification in Internet of Things Environments', in Proceedings - 2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2021, IEEE, pp. 887 - 894, presented at 2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 20 October 2021 - 22 October 2021, http://dx.doi.org/10.1109/TrustCom53373.2021.00125
2021
Koroniotis N; Moustafa N, 2020, 'Enhancing Network Forensics with Particle Swarm and Deep Learning: The Particle Deep Framework', Sydney, Australia, presented at 7th International Conference on Security and its Applications (CNSA 2020), Sydney, Australia, 28 March 2020 - 29 March 2020
2020
Koroniotis N; Moustafa N; Sitnikova E; Slay J, 2017, 'Towards Developing Network forensic mechanism for Botnet Activities in the IoT based on Machine Learning Techniques', in Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, Springer International Publishing, Melbourne, Australia, pp. 30 - 44, presented at 9th International Conference, MONAMI 2017, Melbourne, Australia, 13 December 2017 - 15 December 2017, http://dx.doi.org/10.1007/978-3-319-90775-8_3
2017
Journal articles
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Koroniotis N; Moustafa N; Slay J, 2022, 'A new Intelligent Satellite Deep Learning Network Forensic framework for smart satellite networks', Computers and Electrical Engineering, vol. 99, pp. 107745 - 107745, http://dx.doi.org/10.1016/j.compeleceng.2022.107745
2022
Koroniotis N; Moustafa N; Schiliro F; Gauravaram P; Janicke H, 2021, 'The SAir-IIoT Cyber Testbed as a Service: A Novel Cybertwins Architecture in IIoT-Based Smart Airports', IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, http://dx.doi.org/10.1109/TITS.2021.3106378
2021
Koroniotis N; Moustafa N; Sitnikova E, 2020, 'A New Network Forensic Framework based on Deep Learning for Internet of Things Networks: A Particle Deep Framework', Future Generation Computers Systems
2020
Koroniotis N; Moustafa N; Schiliro F; Gauravaram P; Janicke H, 2020, 'A Holistic Review of Cybersecurity and Reliability Perspectives in Smart Airports', IEEE Access
2020
Koroniotis N; Moustafa N; Sitnikova E; Turnbull B, 2019, 'Towards the Development of Realistic Botnet Dataset in the Internet of Things for Network Forensic Analytics: Bot-IoT Dataset', Future Generation Computer Systems
2019
Koroniotis N; Moustafa N; Sitnikova E, 2019, 'Forensics and Deep Learning Mechanisms for Botnets in Internet of Things: A Survey of Challenges and Solutions', IEEE Access, vol. 7, pp. 61764 - 61785, http://dx.doi.org/10.1109/ACCESS.2019.2916717
2019
Organisational units
lensSchool of Engineering & Information Technology