Duc C. Le

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 15

Top Topics

Genetic Programming

Machine Learning

Top Venues

IEEE Trans. Netw. Serv. Manag.

GECCO (Companion)

Publications

Duc C. Le, Nur Zincir-Heywood, Malcolm I. Heywood
Training regime influences to semi-supervised learning for insider threat detection. SP Workshops (2021)
Duc C. Le, Nur Zincir-Heywood
Exploring anomalous behaviour detection and classification for insider threat identification. Int. J. Netw. Manag. 31 (4) (2021)
Duc C. Le, Nur Zincir-Heywood
Anomaly Detection for Insider Threats Using Unsupervised Ensembles. IEEE Trans. Netw. Serv. Manag. 18 (2) (2021)
Duc C. Le, A. Nur Zincir-Heywood
A Frontier: Dependable, Reliable and Secure Machine Learning for Network/System Management. J. Netw. Syst. Manag. 28 (4) (2020)
Duc C. Le, A. Nur Zincir-Heywood
Exploring Adversarial Properties of Insider Threat Detection. CNS (2020)
Duc C. Le, A. Nur Zincir-Heywood, Malcolm I. Heywood
Analyzing Data Granularity Levels for Insider Threat Detection Using Machine Learning. IEEE Trans. Netw. Serv. Manag. 17 (1) (2020)
Duc C. Le, A. Nur Zincir-Heywood
Machine learning based Insider Threat Modelling and Detection. IM (2019)
Duc C. Le, A. Nur Zincir-Heywood, Malcolm I. Heywood
Unsupervised Monitoring of Networkand Service Behaviour Using SelfOrganizing Maps. J. Cyber Secur. Mobil. 8 (1) (2019)
Duc C. Le, Malcolm I. Heywood, A. Nur Zincir-Heywood
Benchmarking genetic programming in dynamic insider threat detection. GECCO (Companion) (2019)
Duc C. Le, A. Nur Zincir-Heywood
Learning From Evolving Network Data for Dependable Botnet Detection. CNSM (2019)
Pedro Ferreira, Duc C. Le, A. Nur Zincir-Heywood
Exploring Feature Normalization and Temporal Information for Machine Learning Based Insider Threat Detection. CNSM (2019)
Duc C. Le, A. Nur Zincir-Heywood, Malcolm I. Heywood
Dynamic Insider Threat Detection Based on Adaptable Genetic Programming. SSCI (2019)
Duc C. Le, A. Nur Zincir-Heywood
Evaluating Insider Threat Detection Workflow Using Supervised and Unsupervised Learning. IEEE Symposium on Security and Privacy Workshops (2018)
Duc C. Le, Sara Khanchi, A. Nur Zincir-Heywood, Malcolm I. Heywood
Benchmarking evolutionary computation approaches to insider threat detection. GECCO (2018)
Duc C. Le, A. Nur Zincir-Heywood, Malcolm I. Heywood
Data analytics on network traffic flows for botnet behaviour detection. SSCI (2016)