Watters, Paul

Cybersecurity data science: an overview from machine learning perspective

Sarker, I. H., Kayes, A. S. M., Badsha, S., Alqahtani, H., Watters, P., & Ng, A. (2020) · Journal of Big Data

Network Security and Intrusion DetectionInformation and Cyber Security

Cited by 766

Effectiveness analysis of machine learning classification models for predicting personalized context-aware smartphone usage

Sarker, I. H., Kayes, A. S. M., & Watters, P. (2019) · Journal of Big Data

Context-Aware Activity Recognition SystemsData Mining and Machine Learning Applications

Cited by 287

Ransomware Mitigation in the Modern Era: A Comprehensive Review, Research Challenges, and Future Directions

McIntosh, T., Kayes, A. S. M., Chen, Y.-P. P., Ng, A., & Watters, P. (2022) · ACM Computing Surveys

Advanced Malware Detection TechniquesSecurity and Verification in Computing

Cited by 146

A Culturally Sensitive Test to Evaluate Nuanced GPT Hallucination

McIntosh, T. R., Liu, T., Susnjak, T., Watters, P., Ng, A., & Halgamuge, M. N. (2024) · IEEE Transactions on Artificial Intelligence

Topic ModelingEthics and Social Impacts of AI

Cited by 145

Inadequacies of Large Language Model Benchmarks in the Era of Generative Artificial Intelligence

McIntosh, T. R., Susnjak, T., Arachchilage, N., Liu, T., Watters, P., & Halgamuge, M. N. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 104

Inadequacies of Large Language Model Benchmarks in the Era of Generative Artificial Intelligence

McIntosh, T. R., Susnjak, T., Arachchilage, N., Liu, T., Xu, D., Watters, P., & Halgamuge, M. N. (2026) · IEEE Transactions on Artificial Intelligence

Topic ModelingNatural Language Processing Techniques

Cited by 104

From Google Gemini to OpenAI Q* (Q-Star): A Survey on Reshaping the Generative Artificial Intelligence (AI) Research Landscape

McIntosh, T. R., Susnjak, T., Liu, T., Watters, P., Xu, D., Liu, D., & Halgamuge, M. N. (2025) · Technologies

Artificial Intelligence ApplicationsTopic Modeling

Cited by 102

The Inadequacy of Reinforcement Learning From Human Feedback—Radicalizing Large Language Models via Semantic Vulnerabilities

McIntosh, T. R., Susnjak, T., Liu, T., Watters, P., & Halgamuge, M. N. (2024) · IEEE Transactions on Cognitive and Developmental Systems

Ethics and Social Impacts of AITopic Modeling

Cited by 62

A Reasoning and Value Alignment Test to Assess Advanced GPT Reasoning

Mcintosh, T. R., Liu, T., Susnjak, T., Watters, P., & Halgamuge, M. N. (2024) · ACM Transactions on Interactive Intelligent Systems

Ethics and Social Impacts of AITopic Modeling

Cited by 42