主要著作

Journal Articles

• Jiann-Liang Chen, Jian-Fu Qiu, Yu-Hung Chen:
  A hybrid DGA DefenseNet for detecting DGA domain names based on FastText and deep learning techniques. Comput. Secur. 150: 104232 (2025) 

• Candra Ahmadi, Jiann-Liang Chen, Yi-Cheng Lai:

Enhancing Cybersecurity With P-Code Analysis and XGBoost: A Novel Approach for Malicious VBA Macro Detection in Office Documents. IEEE Access 12: 71746-71760 (2024) 

• Hung-Tse Chiang, Bor-Yao Tseng, Jiann-Liang Chen, Han-Chuan Hsieh:

Trajectory Analysis in UKF: Predicting Table Tennis Ball Flight Parameters. IT Prof. 26(3): 65-72 (2024) 

• Candra Ahmadi, Jiann-Liang Chen, Yu-Yi Hsiao:

Zero-DCE xT: A Computational Approach to Addressing Low-Light Image Enhancement Challenges. IEEE Trans. Circuits Syst. II Express Briefs 71(9): 4401-4405 (2024) 

• Yi-Wei Ma, Jiann-Liang Chen, Li-Dong Chen, Yueh-Min Huang:

Intelligent Clickbait News Detection System Based on Artificial Intelligence and Feature Engineering. IEEE Trans. Engineering Management 71: 12509-12518 (2024) 

• Hsiang-Yu Chuang, Jiann-Liang Chen, Yi-Wei Ma:

Malware Detection and Classification Based on Graph Convolutional Networks and Function Call Graphs. IT Prof. 25(3): 43-53 (2023) 

• Yi-Wei Ma, Jiann-Liang Chen, Yan-Ju Chen, Ying-Hsun Lai:

Explainable deep learning architecture for early diagnosis of Parkinson's disease. Soft Comput. 27(5): 2729-2738 (2023) 

• Bo-Xiang Wang, Jiann-Liang Chen, Chiao-Lin Yu:

An AI-Powered Network Threat Detection System. IEEE Access 10: 54029-54037 (2022) 

• Yi-Xiang Luo, Jiann-Liang Chen:

Dual Attention Network Approaches to Face Forgery Video Detection. IEEE Access 10: 110754-110760 (2022) 

• Yi-Wei Ma, Chun-Yao Chang, Yen-Neng Chiang, Jiann-Liang Chen, Chih-Hung Chen, Wen-Tsung Chang, Shun-Ching Yang, Ying-Hsun Lai:

Analysis and Response Strategy of Cross-Community Rumors Using Mixed Multilayer Method for Enterprise Cyber Warriors. IEEE Access 10: 131386-131393 (2022) 

• Yi-Wei Ma, Jiann-Liang Chen, Wen-Han Kuo, Yu-Chen Chen:

[email protected]: An intelligent framework for defending against malware attacks. J. Inf. Secur. Appl. 65: 103092 (2022) 

• Jiann-Liang Chen, Hsin-Yun Chen, Yi-Wei Ma:

Intelligent LoRa-Based Positioning System. KSII Trans. Internet Inf. Syst. 16(9): 2961-2975 (2022) 

• Yi-Wei Ma, Jiann-Liang Chen, Chi-Sheng Shih:

An Automatic and Intelligent Internet of Things for Future Agriculture. IT Prof. 24(6): 74-80 (2022) 

• Fu Jie Tey, Tin-Yu Wu, Jiann-Liang Chen:

Machine Learning-based Short-term Rainfall Prediction from Sky Data. ACM Trans. Knowl. Discov. Data 16(6): 102:1-102:18 (2022)

• Yu-Chen Chen, Jiann-Liang Chen, Yi-Wei Ma:
  [email protected] Intelligent technical support scam detection system. J. Inf. Secur. Appl. 61: 102921 (2021)  

• Fu Jie Tey, Tin-Yu Wu, Chiao-Ling Lin, Jiann-Liang Chen:
  Accuracy improvements for cold-start recommendation problem using indirect relations in social networks. J. Big Data 8(1): 98 (2021)