Timothy R. McIntosh

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 20

Top Topics

Future Directions

Hybrid Algorithm

Top Venues

ACM Comput. Surv.

IEEE Trans. Cogn. Dev. Syst.

Publications

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 (2024)
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 (2024)
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) (2024)
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 (2024)
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) (2024)
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 (2024)
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 (2024)
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) (2024)
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 (2023)
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 (2023)
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) (2023)
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 (2023)
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) (2022)
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 (2021)
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 (2021)
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)
Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters, Teo Susnjak
The Inadequacy of Entropy-Based Ransomware Detection. ICONIP (5) (2019)
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) (2019)
Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Timothy R. McIntosh
MSD-Kmeans: A Novel Algorithm for Efficient Detection of Global and Local Outliers. CoRR (2019)
Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters
Large Scale Behavioral Analysis of Ransomware Attacks. ICONIP (6) (2018)