Abigail Koay

Cited by

	All	Since 2020
Citations	396	377
h-index	8	8
i10-index	7	7

140

105

201820192020202120222023202420251 15 40 51 62 84 127 13

Co-authors

Ryan KoProfessor, Chair & Director – Cyber Security, The University of QueenslandVerified email at uq.edu.au
Ian WelchAssociate Professor, Victoria University at Wellington, New ZealandVerified email at ecs.vuw.ac.nz
Panos PatrosPrincipal Software Engineer, SeratoVerified email at serato.com
Winston SeahProfessor of Network Engineering, Victoria University of WellingtonVerified email at ecs.vuw.ac.nz
Eibe FrankProfessor, Department of Computer Science, University of WaikatoVerified email at cs.waikato.ac.nz
Rhys ComptonNew York UniversityVerified email at nyu.edu
Saad Bin QaisarNUST/BitsymVerified email at bitsym.com
Dr. Qaisar ShafiAssistant Professor at FAST- National University of Computer and Emerging SciencesVerified email at nu.edu.pk
Abdul BasitSchool of Electrical Engineering and Computer Sciences, NUST.Verified email at seecs.edu.pk
Gang ChenVictoria University of WellingtonVerified email at ecs.vuw.ac.nz
Hinne HettemaAdjunct Senior Fellow, Sch Info Tech Elect Eng School, University of QueenslandVerified email at uq.edu.au
Miao XuUniversity of QueenslandVerified email at uq.edu.au
Dr. Vladimir PodolskiySr. Distributed Systems Engineer, HiveMQVerified email at hivemq.com
Hansi GunasingheLecturer, ARA Institute of CanterburyVerified email at ara.ac.nz
James McKelvieDepartment of Ophthalmology, University of AucklandVerified email at auckland.ac.nz
Dennis DesmondLecturer, University of the Sunshine CoastVerified email at usc.edu.au
Declan HumphreysUniversity of the Sunshine CoastVerified email at usc.edu.au
Erica MealyLecturer in Computer Science, School of Science, Technology and EngineeringVerified email at usc.edu.au
Nan YeLecturer, University of QueenslandVerified email at uq.edu.au
Jonathan WiltonThe University of QueenslandVerified email at uq.edu.au

Abigail Koay

University of the Sunshine Coast

Verified email at usc.edu.au

Network Security Applied Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Embedding java classes with code2vec: Improvements from variable obfuscation R Compton, E Frank, P Patros, A Koay Proceedings of the 17th International Conference on Mining Software …, 2020	79	2020
Fog-assisted SDN controlled framework for enduring anomaly detection in an IoT network Q Shafi, A Basit, S Qaisar, A Koay, I Welch IEEE Access 6, 73713-73723, 2018	78	2018
A new multi classifier system using entropy-based features in DDoS attack detection A Koay, A Chen, I Welch, WKG Seah 2018 International conference on information networking (ICOIN), 162-167, 2018	69	2018
Machine learning in industrial control system (ICS) security: current landscape, opportunities and challenges AMY Koay, RKL Ko, H Hettema, K Radke Journal of Intelligent Information Systems 60 (2), 377-405, 2023	66	2023
Maintaining SLOs of cloud-native applications via self-adaptive resource sharing V Podolskiy, M Mayo, A Koay, M Gerndt, P Patros 2019 IEEE 13th International Conference on Self-Adaptive and Self-Organizing …, 2019	33	2019
AI hype as a cyber security risk: the moral responsibility of implementing generative AI in business D Humphreys, A Koay, D Desmond, E Mealy AI and Ethics, 1-14, 2024	26	2024
Positive-unlabeled learning using random forests via recursive greedy risk minimization J Wilton, A Koay, R Ko, M Xu, N Ye Advances in Neural Information Processing Systems 35, 24060-24071, 2022	12	2022
Comparison of pretrained feature extractors for glaucoma detection H Gunasinghe, J McKelvie, A Koay, M Mayo 2021 IEEE 18th international symposium on biomedical imaging (ISBI), 390-394, 2021	8	2021
Plan2Defend: AI Planning for Cybersecurity in Smart Grids T Choi, RKL Ko, T Saha, J Scarsbrook, AMY Koay, S Wang, W Zhang, ... 2021 IEEE PES Innovative Smart Grid Technologies-Asia (ISGT Asia), 1-5, 2021	7	2021
Detecting high and low intensity distributed denial of service (DDoS) attacks A Koay Open Access Te Herenga Waka-Victoria University of Wellington, 2019	6	2019
Domain generalisation for glaucoma detection in retinal images from unseen fundus cameras H Gunasinghe, J McKelvie, A Koay, M Mayo Asian Conference on Intelligent Information and Database Systems, 421-433, 2022	4	2022
SDGen: a scalable, reproducible and flexible approach to generate real world cyber security datasets AMY Koay, M Xie, RKL Ko, C Sterner, T Choi, N Dong Inernational Conference on Ubiquitous Security, 102-115, 2021	3	2021
(Short Paper) Effectiveness of entropy-based features in high-and low-intensity DDoS attacks detection A Koay, I Welch, WKG Seah Advances in Information and Computer Security: 14th International Workshop …, 2019	3	2019
Benchmarking and learning garbage collection delays for resource‐restricted graphical user interfaces H McCarthy, A Koay, M Dawson, KB Kent, P Patros Software: Practice and Experience 52 (1), 172-193, 2022	2	2022
Adapting to the stream: an instance-attention GNN method for irregular multivariate time series data K Han, AMY Koay, RKL Ko, W Chen, M Xu Frontiers of Computer Science 19 (8), 198340, 2025		2025
Mining Irregular Time Series Data with Noisy Labels: A Risk Estimation Approach K Han, A Koay, RKL Ko, W Chen, M Xu Australasian Database Conference, 293-307, 2025		2025
Log File Analysis Using Signature Detection (LoFA-SD) AMY Koay UMP, 2011		2011
Technical Papers Co-Chairs A Bacchelli, E Constantinou, A Heydarnoori, AA Bangash, A Koay, ...
SANER 2022 D Hao, A Hindle, R Abdalkareem, H Bagheri, TF Bissyandé, Y Cai, ...
In Silico Comparison of Continuous Glucose Monitor Failure Mode Strategies for an Artificial Pancreas YL Lu, A Koay, M Mayo

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