Dr Abigail Koay

Research Fellow in Cyber Security

School of Information Technology and Electrical Engineering
Faculty of Engineering, Architecture and Information Technology

Overview

Qualifications

  • Doctor of Philosophy, Victoria University of Wellington

Publications

  • Koay, Abigail M. Y., Xie, Miao, Ko, Ryan K. L., Sterner, Charles, Choi, Taejun and Dong, Naipeng (2022). SDGen: A Scalable, Reproducible and Flexible Approach to Generate Real World Cyber Security Datasets. 1st International Conference on Ubiquitous Security (UbiSec), Guangzhou Peoples R China, Dec 28-31, 2021. CHAM: Springer Science and Business Media Deutschland GmbH. doi: 10.1007/978-981-19-0468-4_8

  • Choi, Taejun, Ko, Ryan K. L., Saha, Tapan, Scarsbrook, Joshua, Koay, Abigail M. Y., Wang, Shunyao, Zhang, Wenlu and St Clair, Connor (2021). Plan2Defend: AI planning for cybersecurity in smart grids. 2021 IEEE PES Innovative Smart Grid Technologies - Asia (ISGT Asia), Brisbane, QLD, Australia, 5-8 December 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers . doi: 10.1109/isgtasia49270.2021.9715679

  • McCarthy, Harry, Koay, Abigail, Dawson, Michael, Kent, Kenneth B. and Patros, Panos (2021). Benchmarking and learning garbage collection delays for resource‐restricted graphical user interfaces. Software: Practice and Experience, 52 (1) spe.3005, 172-193. doi: 10.1002/spe.3005

View all Publications

Publications

Journal Article

Conference Publication

  • Koay, Abigail M. Y., Xie, Miao, Ko, Ryan K. L., Sterner, Charles, Choi, Taejun and Dong, Naipeng (2022). SDGen: A Scalable, Reproducible and Flexible Approach to Generate Real World Cyber Security Datasets. 1st International Conference on Ubiquitous Security (UbiSec), Guangzhou Peoples R China, Dec 28-31, 2021. CHAM: Springer Science and Business Media Deutschland GmbH. doi: 10.1007/978-981-19-0468-4_8

  • Choi, Taejun, Ko, Ryan K. L., Saha, Tapan, Scarsbrook, Joshua, Koay, Abigail M. Y., Wang, Shunyao, Zhang, Wenlu and St Clair, Connor (2021). Plan2Defend: AI planning for cybersecurity in smart grids. 2021 IEEE PES Innovative Smart Grid Technologies - Asia (ISGT Asia), Brisbane, QLD, Australia, 5-8 December 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers . doi: 10.1109/isgtasia49270.2021.9715679

  • Gunasinghe, Hansi, McKelvie, James, Koay, Abigail and Mayo, Michael (2021). Comparison of pretrained feature extractors for glaucoma detection. International Symposium on Biomedical Imaging (ISBI), Nice, France, 13-16 April 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/isbi48211.2021.9434082

  • Compton, Rhys, Frank, Eibe, Patros, Panos and Koay, Abigail (2020). Embedding Java classes with code2vec: improvements from variable obfuscation. International Conference on Mining Software Repositories, Seoul, Republic of Korea, June 2020. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3379597.3387445

  • Lu, Yunjie, Koay, Abigail and Mayo, Michael (2020). In silico comparison of continuous glucose monitor failure mode strategies for an artificial pancreas. CEUR Workshop , Santiago de Compostela, Spain & Virtually, 29-30 August 2020. Aachen, Germany: Rheinisch-Westfaelische Technische Hochschule Aachen * Lehrstuhl Informatik V.

  • Koay, Abigail, Welch, Ian and Seah, Winston K. G. (2019). (Short Paper) effectiveness of entropy-based features in high- and low-intensity DDoS attacks detection. International Workshop on Security, Tokyo, Japan, 28-30 August 2019. Cham, Switzerland: Springer . doi: 10.1007/978-3-030-26834-3_12

  • Podolskiy, Vladimir, Mayo, Michael, Koay, Abigail, Gerndt, Michael and Patros, Panos (2019). Maintaining SLOs of cloud-native applications via self-adaptive resource sharing. 13th IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO), Umea, Sweden, 16-20 June 2019. New York, NY, United States: IEEE. doi: 10.1109/saso.2019.00018

  • Koay, Abigail, Chen, Aaron, Welch, Ian and Seah, Winston K. G. (2018). A new multi classifier system using entropy-based features in DDoS attack detection. 32nd International Conference on Information Networking (ICOIN), Chiang Mai, Thailand, 10-12 January 2018. New York, NY, United States: IEEE. doi: 10.1109/ICOIN.2018.8343104