陳勝舢

Sheng-Shan Chen

Sean 取自 Sheng-Shan 的英文首尾字母，由博士班指導教授賜名。

勝舢具備撰寫程式、公文、論文、計畫書及經費報帳等基礎技能，並熟悉校內行政流程。研究為其主要興趣，曾參與多項企業、政府的研究計畫，包括奧義智慧科技 (CyCraft) 股份有限公司、國家資通安全研究院（NICS)、日本國家通信情報研究院（NICT）、國家衛生研究院 (NHRI)、長庚醫院及萬芳醫院等。此外，勝舢亦曾負責過中小型企業之網路架構規劃與維運，協助處理國際事務處委外系統開發合約。勝舢擁有帶領超過十位以上碩士生進行研究與發表的經驗，能夠協助團隊推動專案並培養研究能力。

學經歷

2022/09 – Present | 國立臺北科技大學資訊工程系生醫資訊實驗室 / 資訊安全實驗室博士候選人
2023/03 – Present | 奧義智慧科技股份有限公司實習資安研究員

研究領域

網路威脅情資分析、人工智慧、深度學習應用

教學經歷

競賽經歷

勞動部第五十屆全國技能競賽暨國手選拔賽網路安全技術職類銀牌 (第二名)

獲獎經歷

著作

Journal papers

Sheng-Shan Chen, Ren-Hung Hwang*, Asad Ali, Ying-Dar Lin, Yu-Chih Wei, Tun-Wen Pai*, Improving quality of indicators of compromise using STIX graphs, Computers & Security, 2024, 103972, ISSN 0167-4048, https://doi.org/10.1016/j.cose.2024.103972.
Kun-Ji Li, Sheng-Shan Chen, and Chin-Yu Sun. “Analysis and Mitigation Strategies for Prompt Injection Attacks.” Communications of the CCISA 30.3 (2024): 1-19. https://cccisa.ccisa.org.tw/article/view/3084
Nai-Hsuan Hwang, Sheng-Shan Chen, Tun-Wen Pai*, Mary Hsin-Ju Ko, Yan-Lan Yu, and Hui-Ju Chen. (2024). Automatic Assessment of Fine Motor Development in Children through Hand-Drawn Shape Images. Pediatrics & Neonatology. Accepted on May 4, 2025.
Sheng-Shan Chen, Tun-Wen Pai, and Chin-Yu Sun*. EnhanceCTI: Enhanced Semantic Filtering and Feature Extraction Framework for Industry-Specific Cyber Threat Intelligence. Submitted to Computers & Security on May 9, 2025.

Conference papers

Sheng-Shan Chen, Ren-Hung Hwang, Ying-Dar Lin, Tun-Wen Pai, and Chin-Yu Sun*. MiRGen: Mitigation Report Generation from Cyber Threat Intelligence Using Enhanced BERT and LLaMA3. Submitted to IEEE Globecom 2025 on May 3, 2025.
Sheng-Shan Chen, Yi-Xuan Wu, Ying-Xuan Ho, Pang-Po Cheng, and Chin-Yu Sun*, “RANsomCheck: A CNN-Transformer Model for Malware Detection Based on API Call Sequences”, Accepted by 38th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEAAIE 2025), March 2025.
Sheng-Shan Chen, Ren-Hung Hwang, Chin-Yu Sun, Ying-Dar Lin, Tun-Wen Pai*, “Enhancing Cyber Threat Intelligence with Named Entity Recognition Using BERT-CRF,” GLOBECOM 2023 IEEE Global Communications Conference (pp. 7532-7537). IEEE.
Sheng-Shan Chen, Chin-Yu Sun, and Tun-Wen Pai*. “Using Machine Learning for Efficient Smishing Detection.“ 2023 International Conference on Consumer Electronics-Taiwan (ICCE-Taiwan). IEEE, 2023.
Sheng-Shan Chen, Tun-Wen Pai, and Chin-Yu Sun*. “Applying the Diamond Model of Intrusion Analysis with Generative Pre-trained Transformer 3.“ 2023 International Conference on Consumer Electronics-Taiwan (ICCE-Taiwan). IEEE, 2023.
Sheng-Shan Chen, Hou-Tsan Lee, Tun-Wen Pai*, Chao-Hung Wang, “Intelligent Medical Interactive Educational System for Cardiovascular Disease.“ International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems. Cham: Springer International Publishing, 2022.
李宗儒, 張光文, 陳勝舢, 林偉川*, “應用多功能感測器於車內安全系統”, 2020 Taiwan Academic Network Conference (TANET 2020), Taipei, Taiwan, Oct 28-30, 2020.
陳勝舢, 李後燦, 王兆弘, 白敦文*, “心血管疾病之智慧醫療教育互動系統” , 2020 Taiwan Academic Network Conference (TANET 2020), Taipei, Taiwan, Oct 28-30, 2020.

Technical presentations

Sheng-Shan Chen*, Shing-Li Hung. “Using Language Models and Knowledge Graph Techniques to Construct High-Credibility Intelligence Chains: A Case Study on Analyzing Data Leakage Incidents”, Hack In Taiwan Conference (HITCON 2024), Taipei, Taiwan, Aug 23-24, 2024.
Sheng-Shan Chen*, Shing-Li Hung. “Applying Retrieval-Augmented Generation Techniques in Cybersecurity Incident Investigation: A Case Study on Data Leak Incidents. “ PyCon 2024, Kaohsiung, Taiwan. September 21-22, 2024.
Sheng-Shan Chen*, Shing-Li Hung. “Elk on Sesame Street – Cybersecurity Analysis in Action with ELK and BERT” Hack In Taiwan Conference (HITCON 2023), Taipei, Taiwan, Aug 18, 2023.
Sheng-Shan Chen, Chin-Yu Sun, Hou-Tsan Lee, Yu-Chih Wei, Tun-Wen Pai*. “Using Cyber Threat Intelligence to Defend Healthcare Security Threats.” 2023 7th International Conference on Medical and Health Informatics (ICMHI 2023), Kyoto, Japan. May 12-14, 2023.
Sheng-Shan Chen, Yu-Chih Wei, Hou-Tsan Lee, Tun-Wen Pai.* “Attack Pattern Classification Of Medical Institution Based On Open Source Intelligence”. In: 2022 5th International Conference on Healthcare Service Management (ICHSM 2022). Taipei, Taiwan, May 2022.

其他資訊

工作經歷：https://www.linkedin.com/in/shansc
論文著作：https://scholar.google.com/citations?user=lgOY-SoAAAAJ
專案分享： https://github.com/stwater20
部落格： https://medium.com/@54sakuramiku

陳勝舢