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2025 Journal Article Combining cyber psychology and semantic technologies: towards creating transdisciplinary scam disruption ontologiesGaul, David, Ko, Ryan K. L. and Muthukkumarasamy, Vallipuram (2025). Combining cyber psychology and semantic technologies: towards creating transdisciplinary scam disruption ontologies. Annual Review of Cybertherapy and Telemedicine, 23, 20-26. |
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2025 Conference Publication Practical poisoning attacks with limited Byzantine clients in clustered federated learningVo, Viet, Ma, Mengyao, Bai, Guangdong, Ko, Ryan and Neplal, Surya (2025). Practical poisoning attacks with limited Byzantine clients in clustered federated learning. 2025 IEEE Symposium on Security and Privacy (SP), San Francisco, CA, United States, 12-15 May 2025. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/sp61157.2025.00163 |
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2025 Conference Publication Re-designing business processes for cyber resilience: an approach based on crime script analysis and situational crime preventionMiao, Cheng, Ho, Hee Meng, Tsen, Elinor, Gilmour, John and Ko, Ryan K L. (2025). Re-designing business processes for cyber resilience: an approach based on crime script analysis and situational crime prevention. Pacific Asia Conference on Information Systems (PACIS), Kuala Lumpur, Malaysia, 5-9 July 2025. Association for Information Systems. |
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2025 Conference Publication Hybrid AI anomaly detection for smart-grid electricity theftChoi, Taejun, Wu, Yifei and Ko, Ryan K. L. (2025). Hybrid AI anomaly detection for smart-grid electricity theft. 2025 IEEE PES 35th Australasian Universities Power Engineering Conference (AUPEC), Brisbane, QLD Australia, 29 September-1 October 2025. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/AUPEC66173.2025.11219523 |
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2025 Conference Publication Balancing defence and operational stability: resilience-oriented reinforcement learning for autonomous critical infrastructure cyber defenceTran, Minh Tuan and Ko, Ryan K.L. (2025). Balancing defence and operational stability: resilience-oriented reinforcement learning for autonomous critical infrastructure cyber defence. 2025 RIVF International Conference on Computing and Communication Technologies (RIVF), Ho Chi Minh City, Vietnam, 18-20 December 2025. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/RIVF68649.2025.11365238 |
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2025 Conference Publication Auditing the auditor: heuristics for testing password auditing system securityChoi, Taejun, van Niekerk, Daniel, Opaschi, Octav, Enache, Costin and Ko, Ryan K. L. (2025). Auditing the auditor: heuristics for testing password auditing system security. 4th International Conference on Ubiquitous Security (UbiSec 2024), Changsha, China, 29-31 December 2024. Singapore: Springer Nature Singapore. doi: 10.1007/978-981-96-4836-8_7 |
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2024 Conference Publication Mining irregular time series data with noisy labels: A risk estimation approachHan, Kun, Koay, Abigail, Ko, Ryan K. L., Chen, Weitong and Xu, Miao (2024). Mining irregular time series data with noisy labels: A risk estimation approach. 35th Australasian Database Conference, ADC 2024, Gold Coast, QLD Australia, 16-18 December 2024. Singapore: Springer. doi: 10.1007/978-981-96-1242-0_22 |
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2024 Journal Article Using Situational Crime Prevention (SCP)-C3 cycle and common inventory of cybersecurity controls from ISO/IEC 27002:2022 to prevent cybercrimesHo, Heemeng, Ko, Ryan, Mazerolle, Lorraine, Gilmour, John and Miao, Cheng (2024). Using Situational Crime Prevention (SCP)-C3 cycle and common inventory of cybersecurity controls from ISO/IEC 27002:2022 to prevent cybercrimes. Journal of Cybersecurity, 10 (1) tyae020, 1-33. doi: 10.1093/cybsec/tyae020 |
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2024 Other Outputs The Australia-Korea cyber cooperation in the context of the Australian Cyber Security Strategy 2023-2030Ko, Ryan (2024). The Australia-Korea cyber cooperation in the context of the Australian Cyber Security Strategy 2023-2030. Seoul, Republic of Korea: Korea on Point. |
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2024 Conference Publication Privacy-preserving and fairness-aware federated learning for critical infrastructure protection and resilienceZhang, Yanjun, Sun, Ruoxi, Shen, Liyue, Bai, Guangdong, Xue, Minhui, Meng, Mark Huasong, Li, Xue, Ko, Ryan and Nepal, Surya (2024). Privacy-preserving and fairness-aware federated learning for critical infrastructure protection and resilience. WWW '24: ACM Web Conference 2024, Singapore, Singapore, 13-17 May 2024. New York, NY, United States: ACM. doi: 10.1145/3589334.3645545 |
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2024 Book Chapter AI for designing responsible and resilient food systemsKo, Ryan, Gain, Alexandria, Bongiovanni, Ivano, Browne, Will, Jarkas, Omar, Uhlmann, Kora and Viller, Stephen (2024). AI for designing responsible and resilient food systems. Food AI: A game changer for Australia’s food and beverage sector. (pp. 69-78) edited by Janet R. McColl-Kennedy and Damian Hine. Brisbane, QLD, Australia: The University of Queensland, Australia's Food and Beverage Accelerator (FaBA). doi: 10.14264/f5f35d0 |
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2024 Conference Publication Scp-bp framework: situational crime prevention for managing data breaches in business processesMiao, Cheng, Ho, Heemeng, Tsen, Elinor, Gilmour, John and Ko, Ryan K. L. (2024). Scp-bp framework: situational crime prevention for managing data breaches in business processes. Business Process Management 22nd International Conference, BPM 2024, Krakow, Poland, 1-6 September 2024. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-031-70396-6_26 |
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2024 Journal Article Utilizing cyberplace managers to prevent and control cybercrimes: a vignette experimental studyHo, Heemeng, Gilmour, John, Mazerolle, Lorraine and Ko, Ryan (2024). Utilizing cyberplace managers to prevent and control cybercrimes: a vignette experimental study. Security Journal, 37 (1), 129-152. doi: 10.1057/s41284-023-00371-8 |
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2024 Other Outputs PRISMA Results for Using Situational Crime Prevention (SCP)-C3 Cycle and Common Inventory of Cybersecurity Controls from ISO/IEC 27002:2022 to Prevent CybercrimesHo, Hee Meng, Ko, Ryan, Mazerolle, Lorraine and Miao, Cheng (2024). PRISMA Results for Using Situational Crime Prevention (SCP)-C3 Cycle and Common Inventory of Cybersecurity Controls from ISO/IEC 27002:2022 to Prevent Cybercrimes. The University of Queensland. (Dataset) doi: 10.48610/71aa67b |
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2023 Journal Article Evasion attack and defense on machine learning models in cyber-physical systems: a surveyWang, Shunyao, Ko, Ryan K. L., Bai, Guangdong, Dong, Naipeng, Choi, Taejun and Zhang, Yanjun (2023). Evasion attack and defense on machine learning models in cyber-physical systems: a survey. IEEE Communications Surveys and Tutorials, 26 (2), 930-966. doi: 10.1109/comst.2023.3344808 |
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2023 Journal Article ResNet and Yolov5-enabled non-invasive meat identification for high-accuracy box label verificationJarkas, Omar, Hall, Josh, Smith, Stuart, Mahmud, Redowan, Khojasteh, Parham, Scarsbrook, Joshua and Ko, Ryan K.L. (2023). ResNet and Yolov5-enabled non-invasive meat identification for high-accuracy box label verification. Engineering Applications of Artificial Intelligence, 125 106679, 106679. doi: 10.1016/j.engappai.2023.106679 |
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2023 Journal Article Enlarging the model of the human at the heart of human-centered AI: a social self-determination model of AI system impactBingley, William J., Haslam, S. Alexander, Steffens, Niklas K., Gillespie, Nicole, Worthy, Peter, Curtis, Caitlin, Lockey, Steven, Bialkowski, Alina, Ko, Ryan K.L. and Wiles, Janet (2023). Enlarging the model of the human at the heart of human-centered AI: a social self-determination model of AI system impact. New Ideas in Psychology, 70 101025, 1-12. doi: 10.1016/j.newideapsych.2023.101025 |
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2023 Conference Publication A framework for user-centric visualisation of blockchain transactions in critical infrastructureJeyakumar, Samantha Tharani, Ko, Ryan and Muthukkumarasamy, Vallipuram (2023). A framework for user-centric visualisation of blockchain transactions in critical infrastructure. BSCI '23: Proceedings of the 5th ACM International Symposium on Blockchain and Secure Critical Infrastructure, Melbourne, VIC, Australia, 10 - 14 July 2023. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3594556.3594624 |
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2023 Other Outputs Digital Service Transformation: Pathways to human and economic wellbeing: White paperAndreassen, Tor W., Archibald, Gordon, Beekhuyzen, Jenine, Bongiovanni, Ivano, Brea, Edgar, Breidbach, Christoph, Burchill, Keith, Burgers, Henri, Cao, Selina, Coote, Len, Coram, Brendan, Cunningham, Claire, Feast, George, Field, Mitch, Ford, Jerad, Fouche, Leon, Gain, Alexandria, Gooding, Glen, Goyeneche Ramirez, David, Green, Teegan, Gschwind, Daniel, Hall, Thomas, Hartley, Nicole, Heinz, Daniel, Hine, Damian, Indulska, Marta, Kapernick, Brett, Kastelle, Tim, Ko, Ryan ... Zhang, Wenlu (2023). Digital Service Transformation: Pathways to human and economic wellbeing: White paper. Brisbane, QLD, Australia: The University of Queensland. doi: 10.14264/aed4918 |
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2023 Conference Publication TypeScript’s evolution: an analysis of feature adoption over timeScarsbrook, Joshua D., Utting, Mark and Ko, Ryan K. L. (2023). TypeScript’s evolution: an analysis of feature adoption over time. IEEE/ACM 20th International Conference on Mining Software Repositories (MSR), Melbourne, VIC, Australia, 15-16 May 2023. Piscataway, NJ, United States: IEEE. doi: 10.1109/msr59073.2023.00027 |
