陳勝舢 Sheng-Shan Chen

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。

陳勝舢為國立臺北科技大學資訊工程系博士，現任奧義智慧科技（CyCraft）資安研究員。博士期間曾獲國科會千里馬計畫補助，赴澳洲蒙納許大學軟體系統與網路安全系訪問研究。勝舢的研究專長涵蓋深度學習應用、網路安全與威脅情資分析。曾參與多項產學合作研究計畫，合作對象包括奧義智慧科技股份有限公司（CyCraft）、國家資通安全研究院（NICS）、日本情報通信研究機構（NICT）、國家衛生研究院（NHRI）、長庚醫院及萬芳醫院等。

學經歷

  • 2022/09 – 2026/03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
  • 2024/08 – 2025/02澳洲蒙納許大學 軟體系統與網路安全系 訪問研究員
  • 2023/07 – 2026/03財團法人國家衛生研究院 生醫工程與奈米醫學研究所 博士班研究生
  • 2022/08 – 2026/03國家資通安全研究院 (含 CCoE 資安卓越中心) 網路威脅情資組 博士班研究生
  • 2026/07 – Present奧義智慧科技股份有限公司 資安研究員
  • 2023/03 – 2026/06奧義智慧科技股份有限公司 實習資安研究員

研究領域

深度學習應用、網路威脅情資分析、網路安全、醫療資訊、空間資料庫

教學經歷

  • 2026教育部資安人才培育計畫 AIS3 AI 資安應用實作與模型安全課程講師 (計畫網站)
  • 2026國立臺北科技大學資訊工程系 資料科學導論課程助教
  • 2026新北市教育局 115年新北市技藝競賽選手培訓計畫 – 金手培訓「程式設計職種」講師 (計畫說明)
  • 2026東吳大學通識教育中心 114 學年度第二學期 「新型態資安概論」通識講座課程授課教師
  • 2025教育部資安人才培育計畫 AIS3 典範轉移:AI時代的情資運用及防禦課程講師 (計畫網站)
  • 2024國立台灣師範大學資訊工程系碩士班 高等資安攻防課程講師 (課堂說明)
  • 2024教育部資安人才培育計畫 AIS3 情資運用及防禦課程講師 (計畫網站)
  • 2022 – 2024教育部資安人才培育計畫 AIS3 課程助教 (計畫網站)
  • 2023 – Present國立臺北科技大學資訊工程系碩士班 安全程式設計課程助教 (課堂說明)
  • 2019 – Present市立三重商工資料處理科 資訊與網路技術及網路安全選手培訓講師 (科系網站)

競賽經歷

  • 2020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

  • 2025教育部先進資通安全實務人才培育計劃第九屆台灣好厲駭（導師培訓）- 表現優異獎
  • 2025國科會補助研究生出席國際會議獎學金 – 日本福岡
  • 2025國立臺北科技大學 114 學年度系所優秀青年
  • 2025教育部博士生獎學金
  • 2024國科會補助博士生赴國外研究（千里馬計畫) 獎學金
  • 2024國立臺北科技大學 113 學年度優秀本國研究生研究成果獎勵
  • 2024DEVCORE 戴夫寇爾全國資訊安全獎學金
  • 2024教育部先進資通安全實務人才培育計劃第八屆台灣好厲駭 (導師培訓) – 表現優異獎
  • 2023國科會補助研究生出席國際會議獎學金 – 馬來西亞吉隆坡
  • 2023教育部先進資通安全實務人才培育計劃第七屆台灣好厲駭 (導師培訓) – 表現優異獎
  • 2022教育部資安實務暑期課程 AIS3 – 最佳專題獎
  • 2021教育部資安實務暑期課程 AIS3 – 最佳專題獎

學術服務

  • 2025Journal of Information Security and Applications (Elsevier) – Peer Reviewer
  • 2025Taiwan Academic Network Conference, TANET 2025 – Peer Reviewer

著作

Journal papers 8

  1. Sheng-Shan Chen, Ren-Hung Hwang*, Ying-Dar Lin, Tun-Wen Pai, and Chin-Yu Sun*, “Extracting Attack Pattern from WAF Logs and CTIs Using Contrastive Semantic Learning,” IEEE Transactions on Network and Service Management, vol. 23, pp. 8157–8182, 2026. doi: 10.1109/TNSM.2026.3738730. [2025 JCR IF: 5.7, COMPUTER SCIENCE, INFORMATION SYSTEMS, Q1] [2025 SJR: 1.389, Computer Networks and Communications, Q1] [SCI]
  2. Sheng-Shan Chen, Yi-Sheng Hsu, Tien-Chih Lin, Chung-Kuan Chen, and Chin-Yu Sun*, “Enhancing Static Vulnerability Alert Validation using Large Language Models,” Journal of Systems and Software, vol. 243, Art. no. 113040, Jan. 2027. doi: 10.1016/j.jss.2026.113040. [2025 JCR IF: 3.8, COMPUTER SCIENCE, SOFTWARE ENGINEERING, Q2] [2025 SJR: 0.950, Software, Q1] [SCI]
  3. Sheng-Shan Chen, Kai-Siang Cao, Chung-Kuan Chen, Chin-Yu Sun, “Retrieval-Augmented Generation for Identifying ATT&CK Technique,” Communications of the CCISA, vol. 31, no. 3, pp. 20–39, Aug. 2025. https://cccisa.ccisa.org.tw/article/view/3210
  4. Chin-Yu Sun*, Sheng-Shan Chen, and Ya-Han Ho, “De-Identification of Open-Source Intelligence Using Finetuned LLaMA-3,” High-Confidence Computing, vol. 6, no. 2, Art. no. 100357, Jun. 2026. doi: 10.1016/j.hcc.2025.100357. [2024 JCR IF: 3.0, COMPUTER SCIENCE, INFORMATION SYSTEMS, 118/258, Q2] [SCI]
  5. Sheng-Shan Chen, Tun-Wen Pai, and Chin-Yu Sun*, “EnhanceCTI: An Enhanced Semantic Filtering and Feature Extraction Framework for Industry-Specific Cyber Threat Intelligence,” Computers & Security, vol. 158, Art. no. 104649, Nov. 2025. doi: 10.1016/j.cose.2025.104649. [2024 JCR IF: 5.4, COMPUTER SCIENCE, INFORMATION SYSTEMS, 42/258, Q1] [SCI]
  6. Nai-Hsuan Hwang, Sheng-Shan Chen, Tun-Wen Pai*, Mary Hsin-Ju Ko, Yan-Lan Yu, and Hui-Ju Chen, “Automatic Assessment of Fine Motor Development in Children through Hand-Drawn Shape Images,” Pediatrics & Neonatology, vol. 66, no. 6, pp. 606–612, Nov. 2025. doi: 10.1016/j.pedneo.2025.04.001. [2024 JCR IF: 2.1, PEDIATRICS, 61/191, Q1] [SCI]
  7. Sheng-Shan Chen, Ren-Hung Hwang*, Asad Ali, Ying-Dar Lin, Yu-Chih Wei, and Tun-Wen Pai*, “Improving Quality of Indicators of Compromise Using STIX Graphs,” Computers & Security, vol. 144, Art. no. 103972, Sep. 2024. doi: 10.1016/j.cose.2024.103972. [2023 JCR IF: 4.8, COMPUTER SCIENCE, INFORMATION SYSTEMS, 46/250, Q1] [SCI]
  8. Kun-Ji Li, Sheng-Shan Chen, and Chin-Yu Sun*, “Analysis and Mitigation Strategies for Prompt Injection Attacks,” Communications of the CCISA, vol. 30, no. 3, pp. 1–19, 2024. https://cccisa.ccisa.org.tw/article/view/3084

Conference papers 10

  1. Ching-Ting Chiu, Kuan-Ting Chen, Ying-Yen Shih, Fu-Hao Yeh, I-Min Lin, and Sheng-Shan Chen*, “LiteAdGraph: Static Proxy Promotion Graphs for Android Malware Forensic Screening,” accepted by the 2026 IEEE International Workshop on Information Forensics and Security (WIFS 2026), Sendai, Japan, Dec. 2026.
  2. Wei-Jyun Chen, Sheng-Shan Chen, Tun-Wen Pai*, and Chien-Hung Lee, “The Signal of DNA Methylation Biomarker for Early Diagnosis and Prognosis of Diabetic Kidney Disease,” in Imaging, Signal Processing and Communications: Proceedings of the 10th International Conference (ICISPC 2026), Kobe, Japan, Jul. 11–13, 2026, Advances in Transdisciplinary Engineering, vol. 99, IOS Press, 2026, pp. 40–48. doi: 10.3233/ATDE260990.
  3. Sheng-Shan Chen, Chia-Hsien Liao, and Chin-Yu Sun, “A Secure Post-Quantum Authentication Protocol Integrating with ML-KEM for LEO Satellite Communication,” accepted by the 2026 10th International Conference on Cryptography, Security and Privacy (CSP), Sapporo, Japan, Apr. 25–27, 2026.
  4. 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,” in Advances and Trends in Artificial Intelligence. Theory and Applications (IEA/AIE 2025), Lecture Notes in Computer Science, Springer, Singapore, 2025, pp. 116–127. doi: 10.1007/978-981-96-8892-0_10.
  5. Sheng-Shan Chen, Ren-Hung Hwang, Chin-Yu Sun, Ying-Dar Lin, and Tun-Wen Pai*, “Enhancing Cyber Threat Intelligence with Named Entity Recognition Using BERT-CRF,” in GLOBECOM 2023 – 2023 IEEE Global Communications Conference, Kuala Lumpur, Malaysia, Dec. 2023, pp. 7532–7537. doi: 10.1109/GLOBECOM54140.2023.10436853.
  6. Sheng-Shan Chen, Chin-Yu Sun, and Tun-Wen Pai*, “Using Machine Learning for Efficient Smishing Detection,” in 2023 International Conference on Consumer Electronics – Taiwan (ICCE-Taiwan), Jul. 2023, pp. 207–208. doi: 10.1109/ICCE-Taiwan58799.2023.10226901.
  7. Sheng-Shan Chen, Tun-Wen Pai, and Chin-Yu Sun*, “Applying the Diamond Model of Intrusion Analysis with Generative Pre-trained Transformer 3,” in 2023 International Conference on Consumer Electronics – Taiwan (ICCE-Taiwan), Jul. 2023, pp. 289–290. doi: 10.1109/ICCE-Taiwan58799.2023.10226923.
  8. Sheng-Shan Chen, Hou-Tsan Lee, Tun-Wen Pai*, and Chao-Hung Wang, “Intelligent Medical Interactive Educational System for Cardiovascular Disease,” in Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence (IEA/AIE 2022), Lecture Notes in Computer Science, Springer, Cham, 2022, pp. 101–111. doi: 10.1007/978-3-031-08530-7_9.
  9. 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.
  10. 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.

Pending Publications / Manuscripts Under Review

  1. Sheng-Shan Chen, Kiki Adhinugraha, Tun-Wen Pai, and David Taniar*, “Retrieving Urban Road Data from Georeferenced Historical Map Images,” submitted to Transactions in GIS, June 2026. Under review.

資料同步自 SecTools.tw · 最後更新 2026-10-03

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