Nathan Shone

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 15

Top Venues

CIT/IUCC/DASC/PICom

KSE

IEEE Trans. Emerg. Top. Comput. Intell.

ICT-DM

Liverpool John Moores University, UK (PHD)

Education History

Liverpool John Moores University, UK

PHD

Publications

Nguyen Minh Tu, Viet Hung Nguyen, Nathan Shone
Using deep graph learning to improve dynamic analysis-based malware detection in PE files. J. Comput. Virol. Hacking Tech. 20 (1) (2024)
Van Quan Nguyen, Viet Hung Nguyen, Tuan Hao Hoang, Nathan Shone
A Novel Deep Clustering Variational Auto-Encoder for Anomaly-based Network Intrusion Detection. KSE (2022)
Nguyen Minh Tu, Nguyen Viet Hung, Phan Viet Anh, Cao Van Loi, Nathan Shone
Detecting Malware Based on Dynamic Analysis Techniques Using Deep Graph Learning. FDSE (2020)
Matthew Banton, Nathan Shone, William Hurst, Qi Shi
Intrusion Detection Using Extremely Limited Data Based on SDN. IEEE Conf. on Intelligent Systems (2020)
William Hurst, Aaron Boddy, Madjid Merabti, Nathan Shone
Patient Privacy Violation Detection in Healthcare Critical Infrastructures: An Investigation Using Density-Based Benchmarking. Future Internet 12 (6) (2020)
William Hurst, Casimiro Aday Curbelo Montañez, Nathan Shone
Towards an Approach for Fuel Poverty Detection from Gas Smart Meter Data using Decision Tree Learning. IMMS (2020)
William Hurst, Casimiro Aday Curbelo Montañez, Nathan Shone, Dhiya Al-Jumeily
An Ensemble Detection Model Using Multinomial Classification of Stochastic Gas Smart Meter Data to Improve Wellbeing Monitoring in Smart Cities. IEEE Access 8 (2020)
Vu Dinh Phai, Nathan Shone, Phan Huy Dung, Qi Shi, Nguyen Viet Hung, Nguyen Ngoc Tran
Behaviour-aware Malware Classification: Dynamic Feature Selection. KSE (2019)
Matthew Banton, Nathan Shone, William Hurst, Qi Shi
A Fresh Look at Combining Logs and Network Data to Detect Anomalous Activity. ICT-DM (2019)
Nathan Shone, Nguyen Ngoc Tran, Vu Dinh Phai, Qi Shi
A Deep Learning Approach to Network Intrusion Detection. IEEE Trans. Emerg. Top. Comput. Intell. 2 (1) (2018)
William Hurst, Nathan Shone, Qi Shi
Critical Infrastructure Testbed for Cyber-Security Training and Research. UKAIS (2016)
Tim Panton, David Llewellyn-Jones, Nathan Shone, Mahmoud Hashem Eiza
Secure proximity-based identity pairing using an untrusted signalling service. CCNC (2016)
Mahmoud Hashem Eiza, Martin Randles, Princy Johnson, Nathan Shone, Jennifer Pang, Amhmed Bhih
Rail Internet of Things: An Architectural Platform and Assured Requirements Model. CIT/IUCC/DASC/PICom (2015)
William Hurst, Nathan Shone, Quentin Monnet
Predicting the Effects of DDoS Attacks on a Network of Critical Infrastructures. CIT/IUCC/DASC/PICom (2015)
Nathan Shone, Chelsea Dobbins, William Hurst, Qi Shi
Digital Memories Based Mobile User Authentication for IoT. CIT/IUCC/DASC/PICom (2015)
Nathan Shone, Qi Shi, Madjid Merabti, Kashif Kifayat
Misbehaviour monitoring on system-of-systems components. CRiSIS (2013)
Nathan Shone, Qi Shi, Madjid Merabti, Kashif Kifayat
Towards Efficient Collaborative Behavioural Monitoring in a System-of-Systems. UIC/ATC (2013)

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Publication Activity (10 Years)

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Nathan Shone