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ORCIDTimothy R. McIntosh
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Journal Articles
- 2024
[j12]Timothy R. McIntosh
, Teo Susnjak, Tong Liu, Paul A. Watters, Dan Xu, Dongwei Liu, Raza Nowrozy, Malka N. Halgamuge:
From COBIT to ISO 42001: Evaluating cybersecurity frameworks for opportunities, risks, and regulatory compliance in commercializing large language models. Comput. Secur. 144: 103964 (2024)- [j11]Raza Nowrozy, Khandakar Ahmed, A. S. M. Kayes, Hua Wang, Timothy R. McIntosh:
Privacy Preservation of Electronic Health Records in the Modern Era: A Systematic Survey. ACM Comput. Surv. 56(8): 204:1-204:37 (2024) - [j10]Timothy R. McIntosh, Tong Liu, Teo Susnjak, Paul A. Watters, Alex Ng, Malka N. Halgamuge:
A Culturally Sensitive Test to Evaluate Nuanced GPT Hallucination. IEEE Trans. Artif. Intell. 5(6): 2739-2751 (2024) - [j9]Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul A. Watters, Malka N. Halgamuge:
The Inadequacy of Reinforcement Learning From Human Feedback - Radicalizing Large Language Models via Semantic Vulnerabilities. IEEE Trans. Cogn. Dev. Syst. 16(4): 1561-1574 (2024) - [j8]Timothy R. McIntosh, Tong Liu, Teo Susnjak, Paul A. Watters, Malka N. Halgamuge:
A Reasoning and Value Alignment Test to Assess Advanced GPT Reasoning. ACM Trans. Interact. Intell. Syst. 14(3): 17:1-17:37 (2024) - 2023
- [j7]Timothy R. McIntosh, A. S. M. Kayes, Yi-Ping Phoebe Chen, Alex Ng, Paul A. Watters:
Applying staged event-driven access control to combat ransomware. Comput. Secur. 128: 103160 (2023) - [j6]Timothy R. McIntosh, Tong Liu, Teo Susnjak, Hooman Alavizadeh, Alex Ng, Raza Nowrozy, Paul A. Watters:
Harnessing GPT-4 for generation of cybersecurity GRC policies: A focus on ransomware attack mitigation. Comput. Secur. 134: 103424 (2023) - [j5]Raza Nowrozy, Khandakar Ahmed, Hua Wang, Timothy R. McIntosh:
Towards a Universal Privacy Model for Electronic Health Record Systems: An Ontology and Machine Learning Approach. Informatics 10(3): 60 (2023) - 2022
- [j4]Timothy R. McIntosh, A. S. M. Kayes, Yi-Ping Phoebe Chen, Alex Ng, Paul A. Watters:
Ransomware Mitigation in the Modern Era: A Comprehensive Review, Research Challenges, and Future Directions. ACM Comput. Surv. 54(9): 197:1-197:36 (2022) - 2021
- [j3]Timothy R. McIntosh, A. S. M. Kayes, Yi-Ping Phoebe Chen, Alex Ng, Paul A. Watters:
Dynamic user-centric access control for detection of ransomware attacks. Comput. Secur. 111: 102461 (2021) - [j2]Timothy R. McIntosh, Paul A. Watters, A. S. M. Kayes, Alex Ng, Yi-Ping Phoebe Chen:
Enforcing situation-aware access control to build malware-resilient file systems. Future Gener. Comput. Syst. 115: 568-582 (2021) - 2019
- [j1]Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters, Teo Susnjak:
Masquerade Attacks Against Security Software Exclusion Lists. Aust. J. Intell. Inf. Process. Syst. 16(4): 1-8 (2019)
Conference and Workshop Papers
- 2021
- [c3]Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Timothy R. McIntosh:
MSD-Kmeans: A Hybrid Algorithm for Efficient Detection of Global and Local Outliers. BigDataSE 2021: 87-94 - 2019
- [c2]Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters, Teo Susnjak:
The Inadequacy of Entropy-Based Ransomware Detection. ICONIP (5) 2019: 181-189 - 2018
- [c1]Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters:
Large Scale Behavioral Analysis of Ransomware Attacks. ICONIP (6) 2018: 217-229
Informal and Other Publications
- 2024
- [i6]Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul A. Watters, Malka N. Halgamuge:
Inadequacies of Large Language Model Benchmarks in the Era of Generative Artificial Intelligence. CoRR abs/2402.09880 (2024) - [i5]Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul A. Watters, Raza Nowrozy, Malka N. Halgamuge:
From COBIT to ISO 42001: Evaluating Cybersecurity Frameworks for Opportunities, Risks, and Regulatory Compliance in Commercializing Large Language Models. CoRR abs/2402.15770 (2024) - [i4]Teo Susnjak, Peter Hwang, Napoleon H. Reyes, Andre L. C. Barczak, Timothy R. McIntosh, Surangika Ranathunga:
Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning. CoRR abs/2404.08680 (2024) - [i3]Teo Susnjak, Timothy R. McIntosh, Andre L. C. Barczak, Napoleon H. Reyes, Tong Liu, Paul A. Watters, Malka N. Halgamuge:
Over the Edge of Chaos? Excess Complexity as a Roadblock to Artificial General Intelligence. CoRR abs/2407.03652 (2024) - 2023
- [i2]Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul A. Watters, Malka N. Halgamuge:
From Google Gemini to OpenAI Q* (Q-Star): A Survey of Reshaping the Generative Artificial Intelligence (AI) Research Landscape. CoRR abs/2312.10868 (2023) - 2019
- [i1]Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Timothy R. McIntosh:
MSD-Kmeans: A Novel Algorithm for Efficient Detection of Global and Local Outliers. CoRR abs/1910.06588 (2019)
Coauthor Index
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