Tong Liu

25 papers Journal 25
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
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
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
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
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
Completed sample correlations and feature dependency-based unsupervised feature selection.
Multim. Tools Appl.
Tong Liu, Rongyao Hu, Yongxin Zhu
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
2022 J jnl
Artificial Intelligence-Enabled DDoS Detection for Blockchain-Based Smart Transport Systems.
Sensors
Tong Liu, Fariza Sabrina, Julian Jang-Jaccard, Wen Xu, Yuanyuan Wei
2022 J jnl
Improved Bidirectional GAN-Based Approach for Network Intrusion Detection Using One-Class Classifier.
Comput.
Wen Xu, Julian Jang-Jaccard, Tong Liu, Fariza Sabrina, Jin Kwak
2022 J jnl
Multi-task multi-modality SVM for early COVID-19 Diagnosis using chest CT data.
Inf. Process. Manag.
Rongyao Hu, Jiangzhang Gan, Xiaofeng Zhu, Tong Liu, Xiaoshuang Shi
2022 J jnl
Training a Bidirectional GAN-based One-Class Classifier for Network Intrusion Detection.
CoRR
Wen Xu, Julian Jang-Jaccard, Tong Liu, Fariza Sabrina
2021 J jnl
Joint Spectral Clustering based on Optimal Graph and Feature Selection.
Neural Process. Lett.
Jinting Zhu, Julian Jang-Jaccard, Tong Liu, Jukai Zhou
2020 J jnl
Joint Feature Selection with Dynamic Spectral Clustering.
Neural Process. Lett.
Tong Liu, Gaven Martin
2020 J jnl
Joint Robust Multi-view Spectral Clustering.
Neural Process. Lett.
Tong Liu, Gaven Martin, Yongxin Zhu, Lin Peng, Li Li
2019 J jnl
Initialization-similarity clustering algorithm.
Multim. Tools Appl.
Tong Liu, Jingting Zhu, Jukai Zhou, Yongxin Zhu, Xiaofeng Zhu
2019 J jnl
Weighted adjacent matrix for K-means clustering.
Multim. Tools Appl.
Jukai Zhou, Tong Liu, Jingting Zhu