Timothy R. McIntosh

According to our database, Timothy R. McIntosh authored at least 23 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Ransomware Reloaded: Re-examining Its Trend, Research and Mitigation in the Era of Data Exfiltration.

Timothy R. McIntosh, Teo Susnjak, Tong Liu, Dan Xu, Paul A. Watters, Dongwei Liu, Yaqi Hao, Alex Ng, Malka Halgamuge

ACM Comput. Surv., January, 2025

2024

A Game-Theoretic Approach to Containing Artificial General Intelligence: Insights From Highly Autonomous Aggressive Malware.

Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul A. Watters, Alex Ng, Malka N. Halgamuge

IEEE Trans. Artif. Intell., December, 2024

A Reasoning and Value Alignment Test to Assess Advanced GPT Reasoning.

Timothy R. McIntosh, Tong Liu, Teo Susnjak, Paul A. Watters, Malka N. Halgamuge

ACM Trans. Interact. Intell. Syst., September, 2024

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

Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul A. Watters, Malka N. Halgamuge

IEEE Trans. Cogn. Dev. Syst., August, 2024

Privacy Preservation of Electronic Health Records in the Modern Era: A Systematic Survey.

Raza Nowrozy, Khandakar Ahmed, A. S. M. Kayes, Hua Wang, Timothy R. McIntosh

ACM Comput. Surv., August, 2024

A Culturally Sensitive Test to Evaluate Nuanced GPT Hallucination.

Timothy R. McIntosh, Tong Liu, Teo Susnjak, Paul A. Watters, Alex Ng, Malka N. Halgamuge

IEEE Trans. Artif. Intell., June, 2024

Over the Edge of Chaos? Excess Complexity as a Roadblock to Artificial General Intelligence.

Teo Susnjak, Timothy R. McIntosh, Andre L. C. Barczak, Napoleon H. Reyes, Tong Liu, Paul A. Watters, Malka N. Halgamuge

CoRR, 2024

Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning.

Teo Susnjak, Peter Hwang, Napoleon H. Reyes, Andre L. C. Barczak, Timothy R. McIntosh, Surangika Ranathunga

CoRR, 2024

From COBIT to ISO 42001: Evaluating Cybersecurity Frameworks for Opportunities, Risks, and Regulatory Compliance in Commercializing Large Language Models.

Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul A. Watters, Raza Nowrozy, Malka N. Halgamuge

CoRR, 2024

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

Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul A. Watters, Malka N. Halgamuge

CoRR, 2024

From COBIT to ISO 42001: Evaluating cybersecurity frameworks for opportunities, risks, and regulatory compliance in commercializing large language models.

Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul A. Watters, Dan Xu, Dongwei Liu, Raza Nowrozy, Malka N. Halgamuge

Comput. Secur., 2024

2023

Harnessing GPT-4 for generation of cybersecurity GRC policies: A focus on ransomware attack mitigation.

Timothy R. McIntosh, Tong Liu, Teo Susnjak, Hooman Alavizadeh, Alex Ng, Raza Nowrozy, Paul A. Watters

Comput. Secur., November, 2023

Applying staged event-driven access control to combat ransomware.

Timothy R. McIntosh, A. S. M. Kayes, Yi-Ping Phoebe Chen, Alex Ng, Paul A. Watters

Comput. Secur., May, 2023

Towards a Universal Privacy Model for Electronic Health Record Systems: An Ontology and Machine Learning Approach.

Raza Nowrozy, Khandakar Ahmed, Hua Wang, Timothy R. McIntosh

Informatics, 2023

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

Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul A. Watters, Malka N. Halgamuge

CoRR, 2023

2022

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

Timothy R. McIntosh, A. S. M. Kayes, Yi-Ping Phoebe Chen, Alex Ng, Paul A. Watters

ACM Comput. Surv., 2022

2021

Enforcing situation-aware access control to build malware-resilient file systems.

Timothy R. McIntosh, Paul A. Watters, A. S. M. Kayes, Alex Ng, Yi-Ping Phoebe Chen

Future Gener. Comput. Syst., 2021

Dynamic user-centric access control for detection of ransomware attacks.

Timothy R. McIntosh, A. S. M. Kayes, Yi-Ping Phoebe Chen, Alex Ng, Paul A. Watters

Comput. Secur., 2021

MSD-Kmeans: A Hybrid Algorithm for Efficient Detection of Global and Local Outliers.

Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Timothy R. McIntosh

Proceedings of the 15th IEEE International Conference on Big Data Science and Engineering, 2021

2019

MSD-Kmeans: A Novel Algorithm for Efficient Detection of Global and Local Outliers.

Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Timothy R. McIntosh

CoRR, 2019

Masquerade Attacks Against Security Software Exclusion Lists.

Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters, Teo Susnjak

Aust. J. Intell. Inf. Process. Syst., 2019

The Inadequacy of Entropy-Based Ransomware Detection.

Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters, Teo Susnjak

Proceedings of the Neural Information Processing - 26th International Conference, 2019

2018

Large Scale Behavioral Analysis of Ransomware Attacks.

Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters

Proceedings of the Neural Information Processing - 25th International Conference, 2018