Jonathan Pan

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 20

Top Topics

Attack Detection

Biometric Authentication

Top Venues

IACR Cryptol. ePrint Arch.

Publications

Yidi Yuan, Swee Liang Wong, Jonathan Pan
Audio Simulation for Sound Source Localization in Virtual Evironment. CoRR (2024)
Lee Song Haw Colin, Purnima Murali Mohan, Jonathan Pan, Peter Kok Keong Loh
An Integrated Smart Contract Vulnerability Detection Tool Using Multi-Layer Perceptron on Real-Time Solidity Smart Contracts. IEEE Access 12 (2024)
Jonathan Pan, Swee Liang Wong, Xin Wei Chia, Yidi Yuan
Enhancing Reasoning Capacity of SLM using Cognitive Enhancement. CoRR (2024)
Jonathan Pan
A Foundation Model Approach to Detect Machine Generated Text. TENCON (2023)
Jonathan Pan, Swee Liang Wong, Yidi Yuan
RAGLog: Log Anomaly Detection using Retrieval Augmented Generation. CoRR (2023)
Aye Thaw Da Naing, Justin Soh Beng Guan, Yarzar Shwe Win, Jonathan Pan
A Review on the effectiveness of Dimensional Reduction with Computational Forensics: An Application on Malware Analysis. CoRR (2023)
Waldy Joe, Hoong Chuin Lau, Jonathan Pan
Reinforcement Learning Approach to Solve Dynamic Bi-objective Police Patrol Dispatching and Rescheduling Problem. ICAPS (2022)
Jonathan Pan
Deep Set Classifier for Financial Forensics: An application to detect money laundering. CoRR (2022)
Jonathan Pan
Active Meta-Learner for Log Analysis. CoRR (2022)
Jonathan Pan
Iot Network Behavioral Fingerprint Inference With Limited Network Traces For Cyber Investigation. ICAIIC (2021)
Jonathan Pan
Blackbox Trojanising of Deep Learning Models: Using Non-Intrusive Network Structure and Binary Alterations. TENCON (2020)
Jonathan Pan
Blackbox Trojanising of Deep Learning Models : Using non-intrusive network structure and binary alterations. CoRR (2020)
Jonathan Pan
IoT Network Behavioral Fingerprint Inference with Limited Network Trace for Cyber Investigation: A Meta Learning Approach. CoRR (2020)
Jia-Ch'ng Loh, Geong Sen Poh, Jason H. M. Ying, Jia Xu, Hoon Wei Lim, Jonathan Pan, Weiyang Wong
PBio: Enabling Cross-organizational Biometric Authentication Service through Secure Sharing of Biometric Templates. IACR Cryptol. ePrint Arch. 2020 (2020)
Jonathan Pan
Physical Integrity Attack Detection of Surveillance Camera with Deep Learning based Video Frame Interpolation. IoTaIS (2019)
Jonathan Pan
Physical Integrity Attack Detection of Surveillance Camera with Deep Learning Based Video Frame Interpolation. CoRR (2019)
Saeedeh Zia, Jonathan Pan
A Novel Procedure for Font Recognition through Deep Learning. CIS/RAM (2019)
Jonathan Pan
Using Malware Self-Defence Mechanism to Harden Defence and Remediation Tools. CoRR (2018)
Jonathan Pan
Encryption scheme classification: a deep learning approach. Int. J. Electron. Secur. Digit. Forensics 9 (4) (2017)
Jonathan Pan
Data farming for cyber security: an agent-based modelling approach. Int. J. Inf. Priv. Secur. Integr. 2 (3) (2016)
Jonathan Pan
Data leakage triage: quantitative measure of effectiveness of containment plan. Int. J. Inf. Comput. Secur. 7 (2/3/4) (2015)
Jonathan Pan, Chun Che Fung
An offensive containment strategy based on Malware's attack patterns. ICMLC (2013)
Jonathan Pan, Chun Che Fung
An agent-based model to simulate coordinated response to malware outbreak within an organisation. Int. J. Inf. Comput. Secur. 5 (2) (2012)