Hai Thanh Nguyen
Adjunct Associate ProfessorDepartment of Computer Science Department of Information Security and Communication Technology Faculty of Information Technology and Electrical Engineering
Background and activities
Scientific, academic and artistic work
A selection of recent journal publications, artistic productions, books, including book and report excerpts. See all publications in the database
- (2018) BPRH: Bayesian personalized ranking for heterogeneous implicit feedback. Information Sciences.
- (2017) A big data analytics approach to combat telecommunication vulnerabilities. Cluster Computing. vol. 20 (3).
- (2016) Better Protection of SS7 Networks With Machine Learning. 2016 6th International Conference on IT Convergence and Security (ICITCS).
- (2016) A network based IMSI Catcher detection. 2016 6th International Conference on IT Convergence and Security (ICITCS).
- (2015) Detecting IMSI-catcher using soft computing. Communications in Computer and Information Science. vol. 545.
- (2013) Enhancing the effectiveness of Web Application Firewalls by generic feature selection. Logic journal of the IGPL (Print). vol. 21 (4).
- (2012) Comprehensive analysis of spectral minutiae for vein pattern recognition. IET Biometrics. vol. 1 (1).
- (2012) Optimal and robust communication for a uniform source. IET Communications. vol. 6 (6).
- (2012) Combining expert knowledge with automatic feature extraction for reliable web attack detection. Security and Communication Networks.
- (2012) Generic feature selection measure for botnet malware detection. Proceedings of the 12th International Conference on Intelligent Systems Design and Applications (ISDA); 27 - 29 November 2012; Kochi, India.
- (2012) A General Lp-norm Support Vector Machine via Mixed 0-1 Programming. Machine Learning and Data Mining in Pattern Recognition, 8th International Conference; MLDM 2012, Berlin, Germany, July 13-20, 2012. Proceedings.
- (2012) Adaptive Intrusion Detection System via Online Machine Learning. Proceedings of the 12th International Conference on Hybrid Intelligent Systems (HIS); 4-7 December 2012; Pune, India.
- (2012) Feature Extraction Methods for Intrusion Detection Systems. Threats, Countermeasures, and Advances in Applied Information Security.
- (2012) Reliability in A Feature-Selection Process for Intrusion Detection. Reliable Knowledge Discovery.
- (2011) Improving Effectiveness of Intrusion Detection by Correlation Feature Selection. International Journal on Mobile Computing and Multimedia Communications. vol. 3 (1).
- (2011) On General Definition of L1-norm Support Vector Machines for Feature Selection. International Journal of Machine Learning and Computing. vol. 1 (3).
- (2011) A General L1-norm Support Vector Machine for Feature Selection. Proceedings of 2011 3rd International Conference on Machine Learning and Computing.
- (2011) A New Ensemble-Feature-Selection Framework for Intrusion Detection. ISDA 2011, Proceedings of the 11th International Conference on Intelligent Systems Design and Applications; 22 – 24 November 2011, Córdoba, Spain.
- (2011) Application of the Generic Feature Selection Measure in Detection of Web Attacks. Computational Intelligence in Security for Information Systems4th International Conference, CISIS 2011, Held at IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011. Proceedings.
- (2011) Applying feature selection to payload-based web application firewalls. Proceedings of the 3rd International Workshop On Securityand Communication Networks (IWSCN 2011), 18-20 May, 2011, Gjøvik, Norway.