Timothy R. McIntosh

29 papers Journal 26Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Inadequacies of Large Language Model Benchmarks in the Era of Generative Artificial Intelligence.
IEEE Trans. Artif. Intell.
Timothy R. McIntosh, Teo Susnjak, Nalin A. G. Arachchilage, Tong Liu, Dan Xu, Paul A. Watters, Malka N. Halgamuge
2026 J jnl
Over the Edge of Chaos? Excess Complexity as a Roadblock to Artificial General Intelligence.
IEEE Trans. Cybern.
Teo Susnjak, Timothy R. McIntosh, Andre L. C. Barczak, Napoleon H. Reyes, Tong Liu, Paul A. Watters, Malka N. Halgamuge
2025 J jnl
A Design Science Blueprint for an Orchestrated AI Assistant in Doctoral Supervision.
CoRR
Teo Susnjak, Timothy R. McIntosh, Tong Liu, Paul A. Watters
2025 J jnl
Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning.
ACM Trans. Knowl. Discov. Data
Teo Susnjak, Peter Hwang, Napoleon H. Reyes, Andre L. C. Barczak, Timothy R. McIntosh, Surangika Ranathunga
2025 J jnl
Modeling the Chaotic Semantic States of Generative Artificial Intelligence (AI): A Quantum Mechanics Analogy Approach.
ACM Trans. Intell. Syst. Technol.
Tong Liu, Timothy R. McIntosh, Teo Susnjak, Paul A. Watters, Malka N. Halgamuge
2025 J jnl
Ransomware Reloaded: Re-examining Its Trend, Research and Mitigation in the Era of Data Exfiltration.
ACM Comput. Surv.
Timothy R. McIntosh, Teo Susnjak, Tong Liu, Dan Xu, Paul A. Watters, Dongwei Liu, Yaqi Hao, Alex Ng, Malka Halgamuge
2025 J jnl
The Erosion of Cybersecurity Zero-Trust Principles Through Generative AI: A Survey on the Challenges and Future Directions.
J. Cybersecur. Priv.
Dan Xu, Iqbal Gondal, Xun Yi, Teo Susnjak, Paul A. Watters, Timothy R. McIntosh
2024 J jnl
A Culturally Sensitive Test to Evaluate Nuanced GPT Hallucination.
IEEE Trans. Artif. Intell.
Timothy R. McIntosh, Tong Liu, Teo Susnjak, Paul A. Watters, Alex Ng, Malka N. Halgamuge
2024 J jnl
A Game-Theoretic Approach to Containing Artificial General Intelligence: Insights From Highly Autonomous Aggressive Malware.
IEEE Trans. Artif. Intell.
Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul A. Watters, Alex Ng, Malka N. Halgamuge
2024 J jnl
A Reasoning and Value Alignment Test to Assess Advanced GPT Reasoning.
ACM Trans. Interact. Intell. Syst.
Timothy R. McIntosh, Tong Liu, Teo Susnjak, Paul A. Watters, Malka N. Halgamuge
2024 J jnl
Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning.
CoRR
Teo Susnjak, Peter Hwang, Napoleon H. Reyes, Andre L. C. Barczak, Timothy R. McIntosh, Surangika Ranathunga
2024 J jnl
From COBIT to ISO 42001: Evaluating Cybersecurity Frameworks for Opportunities, Risks, and Regulatory Compliance in Commercializing Large Language Models.
CoRR
Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul A. Watters, Raza Nowrozy, Malka N. Halgamuge
2024 J jnl
From COBIT to ISO 42001: Evaluating cybersecurity frameworks for opportunities, risks, and regulatory compliance in commercializing large language models.
Comput. Secur.
Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul A. Watters, Dan Xu, Dongwei Liu, Raza Nowrozy, Malka N. Halgamuge
2024 J jnl
Inadequacies of Large Language Model Benchmarks in the Era of Generative Artificial Intelligence.
CoRR
Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul A. Watters, Malka N. Halgamuge
2024 J jnl
Over the Edge of Chaos? Excess Complexity as a Roadblock to Artificial General Intelligence.
CoRR
Teo Susnjak, Timothy R. McIntosh, Andre L. C. Barczak, Napoleon H. Reyes, Tong Liu, Paul A. Watters, Malka N. Halgamuge
2024 J jnl
Privacy Preservation of Electronic Health Records in the Modern Era: A Systematic Survey.
ACM Comput. Surv.
Raza Nowrozy, Khandakar Ahmed, A. S. M. Kayes, Hua Wang, Timothy R. McIntosh
2024 J jnl
The Inadequacy of Reinforcement Learning From Human Feedback - Radicalizing Large Language Models via Semantic Vulnerabilities.
IEEE Trans. Cogn. Dev. Syst.
Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul A. Watters, Malka N. Halgamuge
2023 J jnl
Applying staged event-driven access control to combat ransomware.
Comput. Secur.
Timothy R. McIntosh, A. S. M. Kayes, Yi-Ping Phoebe Chen, Alex Ng, Paul A. Watters
2023 J jnl
From Google Gemini to OpenAI Q* (Q-Star): A Survey of Reshaping the Generative Artificial Intelligence (AI) Research Landscape.
CoRR
Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul A. Watters, Malka N. Halgamuge
2023 J jnl
Harnessing GPT-4 for generation of cybersecurity GRC policies: A focus on ransomware attack mitigation.
Comput. Secur.
Timothy R. McIntosh, Tong Liu, Teo Susnjak, Hooman Alavizadeh, Alex Ng, Raza Nowrozy, Paul A. Watters
2023 J jnl
Towards a Universal Privacy Model for Electronic Health Record Systems: An Ontology and Machine Learning Approach.
Informatics
Raza Nowrozy, Khandakar Ahmed, Hua Wang, Timothy R. McIntosh
2022 J jnl
Ransomware Mitigation in the Modern Era: A Comprehensive Review, Research Challenges, and Future Directions.
ACM Comput. Surv.
Timothy R. McIntosh, A. S. M. Kayes, Yi-Ping Phoebe Chen, Alex Ng, Paul A. Watters
2021 J jnl
Dynamic user-centric access control for detection of ransomware attacks.
Comput. Secur.
Timothy R. McIntosh, A. S. M. Kayes, Yi-Ping Phoebe Chen, Alex Ng, Paul A. Watters
2021 J jnl
Enforcing situation-aware access control to build malware-resilient file systems.
Future Gener. Comput. Syst.
Timothy R. McIntosh, Paul A. Watters, A. S. M. Kayes, Alex Ng, Yi-Ping Phoebe Chen
2021 — conf
MSD-Kmeans: A Hybrid Algorithm for Efficient Detection of Global and Local Outliers.
BigDataSE
Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Timothy R. McIntosh
2019 J jnl
MSD-Kmeans: A Novel Algorithm for Efficient Detection of Global and Local Outliers.
CoRR
Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Timothy R. McIntosh
2019 J jnl
Masquerade Attacks Against Security Software Exclusion Lists.
Aust. J. Intell. Inf. Process. Syst.
Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters, Teo Susnjak
2019 — conf
The Inadequacy of Entropy-Based Ransomware Detection.
ICONIP (5)
Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters, Teo Susnjak
2018 — conf
Large Scale Behavioral Analysis of Ransomware Attacks.
ICONIP (6)
Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters