Hai Thanh Nguyen
About
Assoc. Prof. Dr. Hai Thanh Nguyen (male) is currently leading the Blockchain-related projects at CollectiveAI ASA and the AI/ML projects at Vnnor ASA. Before 2020, Dr. Nguyen has been working at Telenor Research on big data and machine learning for more than 6 years, where he was leading several AI/ML projects on cyber security, fraud detection, recommendation systems and IoTs for Telenor. In 2007, he got a master degree in computer science and applied mathematics from Moscow State University. In 2012, he got a PhD degree on machine learning and artificial intelligence for security and digital forensics at Norwegian University of Science and Technology (NTNU) Gjovik, Norway. He is also holding an Adjunct Associate Professor position at the Department of Computer Science, NTNU Trondheim, Norway. His main interests are artificial intelligence/machine learning, information security, cryptography and blockchain.
Publications
2022
- Ingstad, Kari; Christie, Werner H; Nguyen, Hai Thanh. (2022) Turnusplanlegging – en nøkkel til verdiskaping. Dagens medisin.
- Ingstad, Kari; Christie, Werner H; Nguyen, Hai Thanh. (2022) Turnusplanlegging - en nøkkel til verdiskaping. Dagens medisin.
2020
- Nguyen, Hai Thanh; Dang, Binh Thuy; Glenner, Henrik; Geffen, Audrey J.. (2020) Cophylogenetic analysis of the relationship between anemonefish Amphiprion (Perciformes: Pomacentridae) and their symbiotic host anemones (Anthozoa: Actiniaria). Marine Biology Research. volum 16 (2).
2019
- Kalamaras, Ilias; Xygonakis, Ioannis; Glykos, Konstantinos; Akselsen, Sigmund; Munch-Ellingsen, Arne; Nguyen, Hai Thanh; Jacobsen Lepperod, Andreas; Bach, Kerstin; Votis, Konstantinos; Tzovaras, Dimitrios. (2019) Visual analytics for exploring air quality data in an AI-enhanced IoT environment. MEDES '19: Proceedings of the 11th International Conference on Management of Digital EcoSystems.
- Ramampiaro, Heri; Langseth, Helge; Almenningen, Thomas; Schistad, Herman; Havig, Martin Christian; Nguyen, Hai Thanh. (2019) New Ideas in Ranking for Personalized Fashion Recommender Systems. Business and Consumer Analytics: New Ideas.
2018
- Huihuai, Qui; Yun, Liu; Guibing, Guo; Zhu, Sun; Jie, Zhang; Nguyen, Hai Thanh. (2018) BPRH: Bayesian personalized ranking for heterogeneous implicit feedback. Information Sciences. volum 453.
2017
- Jensen, Kristoffer; Nguyen, Hai Thanh; Do, van Thanh; Årnes, Andrè. (2017) A big data analytics approach to combat telecommunication vulnerabilities. Cluster Computing. volum 20 (3).
2016
- Jensen, Kristoffer; Do, van Thanh; Nguyen, Hai Thanh; Årnes, Andre. (2016) Better Protection of SS7 Networks With Machine Learning. 2016 6th International Conference on IT Convergence and Security (ICITCS).
- Steig, Simen; Nguyen, Hai Thanh; Årnes, Andre; Do, van Thanh. (2016) A network based IMSI Catcher detection. 2016 6th International Conference on IT Convergence and Security (ICITCS).
2015
- Do, Van Thanh; Nguyen, Hai Thanh; Nikolov, Momchil; Do, Van Thuan. (2015) Detecting IMSI-catcher using soft computing. Communications in Computer and Information Science. volum 545.
2013
- Nguyen, Hai Thanh; Torrano-Gimenez, Carmen; Alvarez, Gonzalo; Franke, Katrin; Petrovic, Slobodan. (2013) Enhancing the effectiveness of Web Application Firewalls by generic feature selection. Logic Journal of the IGPL. volum 21 (4).
2012
- Berg, Peter Ekstrand; Franke, Katrin; Nguyen, Hai Thanh. (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.
- Hartung, Daniel; Aastrup Olsen, Martin; Xu, T.; Nguyen, Hai Thanh; Busch, Christoph. (2012) Comprehensive analysis of spectral minutiae for vein pattern recognition. IET Biometrics. volum 1 (1).
- Nguyen, Hai Thanh. (2012) Reliable Machine Learning Algorithms for Intrusion Detection Systems: Machine Learning for Information Security and Digital Forensics. 2012. ISBN 978-82-93269-07-6. Doctoral Dissertations at Gjøvik University College (4/2012).
- Nguyen, Hai Thanh; Franke, Katrin. (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.
- Nguyen, Hai Thanh; Franke, Katrin. (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.
- Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2012) Feature Extraction Methods for Intrusion Detection Systems. Threats, Countermeasures, and Advances in Applied Information Security.
- Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2012) Reliability in A Feature-Selection Process for Intrusion Detection. Reliable Knowledge Discovery.
- Nguyen, Hai Thanh; Ramstad, Tor Audun; Balasingham, Ilangko. (2012) Optimal and robust communication for a uniform source. IET Communications. volum 6 (6).
- Torrano-Gimenez, Carmen; Nguyen, Hai Thanh; Alvarez, Gonzalo; Franke, Katrin. (2012) Combining expert knowledge with automatic feature extraction for reliable web attack detection. Security and Communication Networks.
2011
- Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2011) A General L1-norm Support Vector Machine for Feature Selection. Proceedings of 2011 3rd International Conference on Machine Learning and Computing.
- Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (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.
- Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2011) Improving Effectiveness of Intrusion Detection by Correlation Feature Selection. International Journal on Mobile Computing and Multimedia Communications. volum 3 (1).
- Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2011) On General Definition of L1-norm Support Vector Machines for Feature Selection. International Journal of Machine Learning and Computing. volum 1 (3).
- Nguyen, Hai Thanh; Torrano-Gimenez, Carmen; Alvarez, Gonzalo; Petrovic, Slobodan; Franke, Katrin. (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.
- Torrano-Gimenez, Carmen; Nguyen, Hai Thanh; Alvarez, Gonzalo; Petrovic, Slobodan; Franke, Katrin. (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.
2010
- Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2010) Improving effectiveness of intrusion detection by correlation feature selection. Proceedings of the Fifth International Conference on Avaliability, Reliability and Security: ARES 2010.
- Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2010) Towards a Generic Feature-Selection Measure for Intrusion Detection. Proceedings of the 2010 20th International Conference on Pattern Recognition.
- Nguyen, Hai Thanh; Petrovic, Slobodan; Franke, Katrin. (2010) A Comparison of Feature-Selection Methods for Intrusion Detection. Computer Network Security.
Journal publications
- Ingstad, Kari; Christie, Werner H; Nguyen, Hai Thanh. (2022) Turnusplanlegging – en nøkkel til verdiskaping. Dagens medisin.
- Ingstad, Kari; Christie, Werner H; Nguyen, Hai Thanh. (2022) Turnusplanlegging - en nøkkel til verdiskaping. Dagens medisin.
- Nguyen, Hai Thanh; Dang, Binh Thuy; Glenner, Henrik; Geffen, Audrey J.. (2020) Cophylogenetic analysis of the relationship between anemonefish Amphiprion (Perciformes: Pomacentridae) and their symbiotic host anemones (Anthozoa: Actiniaria). Marine Biology Research. volum 16 (2).
- Huihuai, Qui; Yun, Liu; Guibing, Guo; Zhu, Sun; Jie, Zhang; Nguyen, Hai Thanh. (2018) BPRH: Bayesian personalized ranking for heterogeneous implicit feedback. Information Sciences. volum 453.
- Jensen, Kristoffer; Nguyen, Hai Thanh; Do, van Thanh; Årnes, Andrè. (2017) A big data analytics approach to combat telecommunication vulnerabilities. Cluster Computing. volum 20 (3).
- Do, Van Thanh; Nguyen, Hai Thanh; Nikolov, Momchil; Do, Van Thuan. (2015) Detecting IMSI-catcher using soft computing. Communications in Computer and Information Science. volum 545.
- Nguyen, Hai Thanh; Torrano-Gimenez, Carmen; Alvarez, Gonzalo; Franke, Katrin; Petrovic, Slobodan. (2013) Enhancing the effectiveness of Web Application Firewalls by generic feature selection. Logic Journal of the IGPL. volum 21 (4).
- Hartung, Daniel; Aastrup Olsen, Martin; Xu, T.; Nguyen, Hai Thanh; Busch, Christoph. (2012) Comprehensive analysis of spectral minutiae for vein pattern recognition. IET Biometrics. volum 1 (1).
- Nguyen, Hai Thanh; Ramstad, Tor Audun; Balasingham, Ilangko. (2012) Optimal and robust communication for a uniform source. IET Communications. volum 6 (6).
- Torrano-Gimenez, Carmen; Nguyen, Hai Thanh; Alvarez, Gonzalo; Franke, Katrin. (2012) Combining expert knowledge with automatic feature extraction for reliable web attack detection. Security and Communication Networks.
- Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2011) Improving Effectiveness of Intrusion Detection by Correlation Feature Selection. International Journal on Mobile Computing and Multimedia Communications. volum 3 (1).
- Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2011) On General Definition of L1-norm Support Vector Machines for Feature Selection. International Journal of Machine Learning and Computing. volum 1 (3).
Report/dissertation
- Nguyen, Hai Thanh. (2012) Reliable Machine Learning Algorithms for Intrusion Detection Systems: Machine Learning for Information Security and Digital Forensics. 2012. ISBN 978-82-93269-07-6. Doctoral Dissertations at Gjøvik University College (4/2012).
Part of book/report
- Kalamaras, Ilias; Xygonakis, Ioannis; Glykos, Konstantinos; Akselsen, Sigmund; Munch-Ellingsen, Arne; Nguyen, Hai Thanh; Jacobsen Lepperod, Andreas; Bach, Kerstin; Votis, Konstantinos; Tzovaras, Dimitrios. (2019) Visual analytics for exploring air quality data in an AI-enhanced IoT environment. MEDES '19: Proceedings of the 11th International Conference on Management of Digital EcoSystems.
- Ramampiaro, Heri; Langseth, Helge; Almenningen, Thomas; Schistad, Herman; Havig, Martin Christian; Nguyen, Hai Thanh. (2019) New Ideas in Ranking for Personalized Fashion Recommender Systems. Business and Consumer Analytics: New Ideas.
- Jensen, Kristoffer; Do, van Thanh; Nguyen, Hai Thanh; Årnes, Andre. (2016) Better Protection of SS7 Networks With Machine Learning. 2016 6th International Conference on IT Convergence and Security (ICITCS).
- Steig, Simen; Nguyen, Hai Thanh; Årnes, Andre; Do, van Thanh. (2016) A network based IMSI Catcher detection. 2016 6th International Conference on IT Convergence and Security (ICITCS).
- Berg, Peter Ekstrand; Franke, Katrin; Nguyen, Hai Thanh. (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.
- Nguyen, Hai Thanh; Franke, Katrin. (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.
- Nguyen, Hai Thanh; Franke, Katrin. (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.
- Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2012) Feature Extraction Methods for Intrusion Detection Systems. Threats, Countermeasures, and Advances in Applied Information Security.
- Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2012) Reliability in A Feature-Selection Process for Intrusion Detection. Reliable Knowledge Discovery.
- Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2011) A General L1-norm Support Vector Machine for Feature Selection. Proceedings of 2011 3rd International Conference on Machine Learning and Computing.
- Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (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.
- Nguyen, Hai Thanh; Torrano-Gimenez, Carmen; Alvarez, Gonzalo; Petrovic, Slobodan; Franke, Katrin. (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.
- Torrano-Gimenez, Carmen; Nguyen, Hai Thanh; Alvarez, Gonzalo; Petrovic, Slobodan; Franke, Katrin. (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.
- Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2010) Improving effectiveness of intrusion detection by correlation feature selection. Proceedings of the Fifth International Conference on Avaliability, Reliability and Security: ARES 2010.
- Nguyen, Hai Thanh; Franke, Katrin; Petrovic, Slobodan. (2010) Towards a Generic Feature-Selection Measure for Intrusion Detection. Proceedings of the 2010 20th International Conference on Pattern Recognition.
- Nguyen, Hai Thanh; Petrovic, Slobodan; Franke, Katrin. (2010) A Comparison of Feature-Selection Methods for Intrusion Detection. Computer Network Security.