An agent-based model to simulate coordinated response to malware outbreak within an organisation. - Jonathan Pan; Chun Che Fung (Int. J. Inf. Comput. Secur., 2012)

An offensive containment strategy based on Malware's attack patterns. - Jonathan Pan; Chun Che Fung (ICMLC, 2013)

Data leakage triage: quantitative measure of effectiveness of containment plan. - Jonathan Pan (Int. J. Inf. Comput. Secur., 2015)

Data farming for cyber security: an agent-based modelling approach. - Jonathan Pan (Int. J. Inf. Priv. Secur. Integr., 2016)

Encryption scheme classification: a deep learning approach. - Jonathan Pan (Int. J. Electron. Secur. Digit. Forensics, 2017)

Using Malware Self-Defence Mechanism to Harden Defence and Remediation Tools. - Jonathan Pan (CoRR, 2018)

Physical Integrity Attack Detection of Surveillance Camera with Deep Learning based Video Frame Interpolation. - Jonathan Pan (IoTaIS, 2019)

A Novel Procedure for Font Recognition through Deep Learning. - Saeedeh Zia; Jonathan Pan (CIS/RAM, 2019)

Blackbox Trojanising of Deep Learning Models: Using Non-Intrusive Network Structure and Binary Alterations. - Jonathan Pan (TENCON, 2020)

IoT Network Behavioral Fingerprint Inference with Limited Network Trace for Cyber Investigation: A Meta Learning Approach. - Jonathan Pan (CoRR, 2020)

PBio: Enabling Cross-organizational Biometric Authentication Service through Secure Sharing of Biometric Templates. - Jia-Ch'ng Loh; Geong Sen Poh; Jason H. M. Ying; Jia Xu 006; Hoon Wei Lim; Jonathan Pan; Weiyang Wong (IACR Cryptol. ePrint Arch., 2020)

Iot Network Behavioral Fingerprint Inference With Limited Network Traces For Cyber Investigation. - Jonathan Pan (ICAIIC, 2021)

Reinforcement Learning Approach to Solve Dynamic Bi-objective Police Patrol Dispatching and Rescheduling Problem. - Waldy Joe; Hoong Chuin Lau; Jonathan Pan (ICAPS, 2022)

Active Meta-Learner for Log Analysis. - Jonathan Pan (CoRR, 2022)

A Foundation Model Approach to Detect Machine Generated Text. - Jonathan Pan (TENCON, 2023)

A Review on the effectiveness of Dimensional Reduction with Computational Forensics: An Application on Malware Analysis. - Aye Thaw Da Naing; Justin Soh Beng Guan; Yarzar Shwe Win; Jonathan Pan (CoRR, 2023)

RAGLog: Log Anomaly Detection using Retrieval Augmented Generation. - Jonathan Pan; Swee Liang Wong; Yidi Yuan (CoRR, 2023)

An Integrated Smart Contract Vulnerability Detection Tool Using Multi-Layer Perceptron on Real-Time Solidity Smart Contracts. - Lee Song Haw Colin; Purnima Murali Mohan; Jonathan Pan; Peter Kok Keong Loh (IEEE Access, 2024)

Audio Simulation for Sound Source Localization in Virtual Evironment. - Yidi Yuan; Swee Liang Wong; Jonathan Pan (CoRR, 2024)

Enhancing Reasoning Capacity of SLM Using Cognitive Enhancement. - Jonathan Pan; Swee Liang Wong; Xin Wei Chia; Yidi Yuan (ICAIIC, 2025)

Prompt Inject Detection with Generative Explanation as an Investigative Tool. - Jonathan Pan; Swee Liang Wong; Yidi Yuan; Xin Wei Chia (CoRR, 2025)

Probing Latent Subspaces in LLM for AI Security: Identifying and Manipulating Adversarial States. - Xin Wei Chia; Jonathan Pan (CoRR, 2025)

Automating Security Audit Using Large Language Model based Agent: An Exploration Experiment. - Jia Hui Chin; Pu Zhang; Yu Xin Cheong; Jonathan Pan (CoRR, 2025)