Jonathan Pan

According to our database, Jonathan Pan authored at least 20 papers between 2012 and 2024.

Collaborative distances:

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

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

CoRR, 2024

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

2023

RAGLog: Log Anomaly Detection using Retrieval Augmented Generation.

Jonathan Pan, Swee Liang Wong, Yidi Yuan

CoRR, 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

A Foundation Model Approach to Detect Machine Generated Text.

Jonathan Pan

Proceedings of the IEEE Region 10 Conference, 2023

2022

Active Meta-Learner for Log Analysis.

Jonathan Pan

CoRR, 2022

Reinforcement Learning Approach to Solve Dynamic Bi-objective Police Patrol Dispatching and Rescheduling Problem.

Waldy Joe, Hoong Chuin Lau, Jonathan Pan

Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, 2022

2021

Iot Network Behavioral Fingerprint Inference With Limited Network Traces For Cyber Investigation.

Jonathan Pan

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2021

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, Hoon Wei Lim, Jonathan Pan, Weiyang Wong

IACR Cryptol. ePrint Arch., 2020

IoT Network Behavioral Fingerprint Inference with Limited Network Trace for Cyber Investigation: A Meta Learning Approach.

Jonathan Pan

CoRR, 2020

Blackbox Trojanising of Deep Learning Models: Using Non-Intrusive Network Structure and Binary Alterations.

Jonathan Pan

Proceedings of the 2020 IEEE Region 10 Conference, 2020

2019

A Novel Procedure for Font Recognition through Deep Learning.

Saeedeh Zia, Jonathan Pan

Proceedings of the 2019 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, 2019

Physical Integrity Attack Detection of Surveillance Camera with Deep Learning based Video Frame Interpolation.

Jonathan Pan

Proceedings of the 2019 IEEE International Conference on Internet of Things and Intelligence System, 2019

2018

Using Malware Self-Defence Mechanism to Harden Defence and Remediation Tools.

Jonathan Pan

CoRR, 2018

2017

Encryption scheme classification: a deep learning approach.

Jonathan Pan

Int. J. Electron. Secur. Digit. Forensics, 2017

2016

Data farming for cyber security: an agent-based modelling approach.

Jonathan Pan

Int. J. Inf. Priv. Secur. Integr., 2016

2015

Data leakage triage: quantitative measure of effectiveness of containment plan.

Jonathan Pan

Int. J. Inf. Comput. Secur., 2015

2013

An offensive containment strategy based on Malware's attack patterns.

Jonathan Pan, Chun Che Fung

Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

2012

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