Nathan Shone

According to our database, Nathan Shone authored at least 20 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Using deep graph learning to improve dynamic analysis-based malware detection in PE files.

Nguyen Minh Tu, Viet Hung Nguyen, Nathan Shone

J. Comput. Virol. Hacking Tech., 2024

Deep clustering hierarchical latent representation for anomaly-based cyber-attack detection.

Van Quan Nguyen, Long Thanh Ngo, Le Minh Nguyen, Viet Hung Nguyen, Nathan Shone

Knowl. Based Syst., 2024

2023

Deep Nested Clustering Auto-Encoder for Anomaly-Based Network Intrusion Detection.

Van Quan Nguyen, Thanh Long Ngo, Le Minh Nguyen, Viet Hung Nguyen, Nathan Shone

Proceedings of the International Conference on Computing and Communication Technologies, 2023

2022

A Novel Deep Clustering Variational Auto-Encoder for Anomaly-based Network Intrusion Detection.

Van Quan Nguyen, Viet Hung Nguyen, Tuan Hao Hoang, Nathan Shone

Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022

2020

Patient Privacy Violation Detection in Healthcare Critical Infrastructures: An Investigation Using Density-Based Benchmarking.

William Hurst, Aaron Boddy, Madjid Merabti, Nathan Shone

Future Internet, 2020

An Ensemble Detection Model Using Multinomial Classification of Stochastic Gas Smart Meter Data to Improve Wellbeing Monitoring in Smart Cities.

William Hurst, Casimiro Aday Curbelo Montañez, Nathan Shone, Dhiya Al-Jumeily

IEEE Access, 2020

Intrusion Detection Using Extremely Limited Data Based on SDN.

Matthew Banton, Nathan Shone, William Hurst, Qi Shi

Proceedings of the 10th IEEE International Conference on Intelligent Systems, 2020

Towards an Approach for Fuel Poverty Detection from Gas Smart Meter Data using Decision Tree Learning.

William Hurst, Casimiro Aday Curbelo Montañez, Nathan Shone

Proceedings of the IMMS 2020: 2020 3rd International Conference on Information Management and Management Science, 2020

Detecting Malware Based on Dynamic Analysis Techniques Using Deep Graph Learning.

Nguyen Minh Tu, Nguyen Viet Hung, Phan Viet Anh, Cao Van Loi, Nathan Shone

Proceedings of the Future Data and Security Engineering - 7th International Conference, 2020

2019

Behaviour-aware Malware Classification: Dynamic Feature Selection.

Vu Dinh Phai, Nathan Shone, Phan Huy Dung, Qi Shi, Nguyen Viet Hung, Nguyen Ngoc Tran

Proceedings of the 11th International Conference on Knowledge and Systems Engineering, 2019

A Fresh Look at Combining Logs and Network Data to Detect Anomalous Activity.

Matthew Banton, Nathan Shone, William Hurst, Qi Shi

Proceedings of the 5th International Conference on Information and Communication Technologies for Disaster Management, 2019

2018

A Deep Learning Approach to Network Intrusion Detection.

Nathan Shone, Nguyen Ngoc Tran, Vu Dinh Phai, Qi Shi

IEEE Trans. Emerg. Top. Comput. Intell., 2018

2016

Critical Infrastructure Testbed for Cyber-Security Training and Research.

William Hurst, Nathan Shone, Qi Shi

Proceedings of the UKAIS 2016, 2016

Secure proximity-based identity pairing using an untrusted signalling service.

Tim Panton, David Llewellyn-Jones, Nathan Shone, Mahmoud Hashem Eiza

Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016

2015

Digital Memories Based Mobile User Authentication for IoT.

Nathan Shone, Chelsea Dobbins, William Hurst, Qi Shi

Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

Predicting the Effects of DDoS Attacks on a Network of Critical Infrastructures.

William Hurst, Nathan Shone, Quentin Monnet

Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

Rail Internet of Things: An Architectural Platform and Assured Requirements Model.

Mahmoud Hashem Eiza, Martin Randles, Princy Johnson, Nathan Shone, Jennifer Pang, Amhmed Bhih

Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2014

Detecting misbehaviour in a complex system-of-systems environment.

Nathan Shone

PhD thesis, 2014

2013

Towards Efficient Collaborative Behavioural Monitoring in a System-of-Systems.

Nathan Shone, Qi Shi, Madjid Merabti, Kashif Kifayat

Proceedings of the 2013 IEEE 10th International Conference on Ubiquitous Intelligence and Computing and 2013 IEEE 10th International Conference on Autonomic and Trusted Computing, 2013

Misbehaviour monitoring on system-of-systems components.

Nathan Shone, Qi Shi, Madjid Merabti, Kashif Kifayat

Proceedings of the 2013 International Conference on Risks and Security of Internet and Systems (CRiSIS), 2013