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國立臺北科技大學 學術資源網

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魏銪志副教授Yu-Chih Wei

現職：
臺北科大／資訊與財金管理系
  • FinTech Security (金融資訊安全)、AI Security (人工智慧安全)、Supervisory Technology (監理科技)、Internet of Thing (IoT) Security (IoT安全)、Health Informatics Security (醫療資訊安全)、Information Security Risk Assessment (資訊安全風險評鑑)、AI System Impact Assessment (AI系統衝突評鑑)、Privacy Impact Assessment (隱私衝擊評鑑)、Information Security Management (資訊安全管理)、Business Continuity Management (營運持續管理)、Vehicular Ad-Hoc Network Security (車載網路安全)

期刊論文

  • "A Concept drift adaption methodology for online game chargeback detection", Journal of Internet Technology, 2026/01, SCI
  • "AI安全的風險和最佳實務", 電腦稽核, 51, 71-74, 2025/02, ELSE1
  • "Improving quality of indicators of compromise using STIX graphs", Computers & Security, 144, 103972, 2024/09, SCI
  • "人工智慧風險管理合規歐盟AI法初探", 電腦稽核, 50, 67-76, 2024/08, ELSE1
  • "Multi-language IoT information security standard item matching based on deep learning", Computer Science and Information Systems, 21, 2, 663-683, 2024/06, SCI
  • "網路安全實作練習舞弊偵測機制之研究", 資訊安全通訊, 29, 4, 39-55, 2023/12, ELSE1
  • "An Evaluation of Deep Learning Models for Chargeback Fraud Detection in Online Games", Cluster Computing-The Journal of Networks Software Tools and Applications, 17, 2022/07, SCI
  • "Design of a Vaccine Passport Validation System Using Blockchain-based Architecture: Development Study", JMIR Public Health Surveill, 8, 4, 12, 2022/04, SCI
  • "An adaptive high-voltage direct current detection algorithm using cognitive wavelet transform", Information Processing & Management, 59, 2, 24, 2022/03, SSCI
  • "Forecasting the Potential Number of Influenza-like Illness Cases by Fusing Internet Public Opinion", Sustainability, 14, 5, 24, 2022/02, SCI
  • "多產業資訊安全風險評鑑機制之研究", 電腦稽核, 45, 23, 2022/02, ELSE1
  • "Using machine learning to detect PII from attributes and supporting activities of information assets", JOURNAL OF SUPERCOMPUTING, 2022/01, SCI
  • "A Pre-Signed Response Method Based on Online Certificate Status Protocol Request Prediction", Enterprise Information Systems, 21, 2021/10, SCI
  • "資訊與工控資通安全風險管理機制評估", 資訊安全通訊, 26, 4(2020), 17-33, 2020/12, ELSE1
  • "隱私資訊管理系統標準ISO27701於GDPR適用性評估", 電腦稽核, 42, 40-51, 2020/08, ELSE1

研討會論文

  • "Automated Medical Report Generation via OCR and Generative AI", The Fourteenth International Conference on Ubi-Media Computing, 檳城, 2026/01/19
  • "De-identification in Game Chargeback Fraud Detection", 2026 The International Workshop on Advanced Image Technology (IWAIT), Kaohsiung, 2026/01/12
  • "綠色AI發展現況與工具之研究", 2025 Cyberspace 聯合研討會, 台北, 2025/11/22
  • "A Key Factor Extraction-Based Approach for Mitigating Hallucinations in LLMs", 2025 International Conference on Security and Information Technologies with AI, Internet Computing and Big-data Applications, Taipei, 2025/11/20
  • "LLM多語系越獄攻擊自動化檢測框架 與評估機制之研究", TANET2025 臺灣網際網路研討會, 宜蘭, 2025/10/22
  • "5G專網之N2介面脆弱性評估與緩解策略建議研究", TANET2025 臺灣網際網路研討會, 宜蘭, 2025/10/22
  • "大型語言模型增強技術面對惡意攻擊時之安全性差異分析", TANET2025 臺灣網際網路研討會, 宜蘭, 2025/10/22
  • "臺灣供應商安全選商評估機制之研究", TANET2025 臺灣網際網路研討會, 宜蘭, 2025/10/22
  • "運用機器學習識別暗網未知訊務", TANET2025 臺灣網際網路研討會, 宜蘭, 2025/10/22
  • "基於深度學習模型的中文惡意網頁偵測研究", TANET2025 臺灣網際網路研討會, 宜蘭, 2025/10/22
  • "DICOM PII De-identification and Reversible Data Hiding", MEDINFO 2025, Taipei, 2025/08/09
  • "A Study on the Enhancement Mechanism for Annotating and Identifying Ultrasound Images", MEDINFO 2025, Taipei, 2025/08/09
  • "Reversible Data Hiding in DICOM Images with Regional Sensitivity Analysis and Layered Protection", The 15th International Conference on Frontier Computing (FC 2025), Osaka, 2025/07/07
  • "基於屬性與機器學習信任推斷之零信任動態存取控制", 第三十五屆全國資訊安全會議, 台中, 2025/05/28
  • "CMMC供應鏈安全本土化的挑戰", 第廿三屆離島資訊技術與應用研討會, 澎湖, 2025/05/23
  • "基於關鍵因子抽取之 LLM 幻覺抑制機制之研究", 第廿三屆離島資訊技術與應用研討會, 澎湖, 2025/05/23
  • "PACS系統在DDoS攻擊下的資通韌性評估", 第廿三屆離島資訊技術與應用研討會, 澎湖, 2025/05/23
  • "基於去識別與資料隱藏的DICOM 影像保護框架", 第廿三屆離島資訊技術與應用研討會, 澎湖, 2025/05/23
  • "A Study on Feature Selection Optimization for Cheating Detection in Cybersecurity Practical Exercises", The 17th International Symposium on Pervasive Systems, Algorithms, and Networks, Bangkok, 2025/01/19
  • "人工神經網路技術用於鐵路轉轍器狀態監測", 第29屆資訊管理暨實務研討會(IMP2024), 台北, 2024/11/21
  • "DICOM影像去識別與可逆資訊隱藏", 2024 年國際醫學資訊聯合研討會 (JCMIT 2024), 台北, 2024/09/02
  • "超音波影像之自動報告生成系統", 2024 年國際醫學資訊聯合研討會 (JCMIT 2024), 台北, 2024/09/02
  • "運用開源解決方案進行PACS顯式信任之研究", 第三十屆全國資訊安全會議(CISC 2024), 台北, 2024/08/29
  • "個人資料去識別的遊戲惡意退款偵測之研究", 第三十屆全國資訊安全會議(CISC 2024), 台北, 2024/08/29
  • "運用遺傳演算法在網路安全實作練習舞弊偵測之研究", 第三十屆全國資訊安全會議(CISC 2024), 台北, 2024/08/29
  • "Zero Trust Maturity Dual Assessment Model: Incorporating Technical and Organizational Insights", The 14th International Conference on Frontier Computing, 新加坡, 2024/07/10
  • "醫療網路韌性框架分析與評估", 第二十二屆離島研討會 (ITAOI 2024), 金門, 2024/05/24
  • "我國電子商務交易規範與新版國際標準合規研析", 第二十二屆離島研討會 (ITAOI 2024), 金門, 2024/05/24
  • "資料不平衡在網路安全實作練習舞弊偵測之研究", 第二十二屆離島研討會 (ITAOI 2024), 金門, 2024/05/24
  • "人工智慧風險管理與合規研究", 第二十二屆離島研討會 (ITAOI 2024), 金門, 2024/05/24
  • "Towards Zero Trust for Financial Sectors: A Proposed Framework on Trust Evaluation", 2023 International Conference on Security and Information Technologies with AI, Internet Computing and Big-data Applications, New Taipei City, 2023/12/07
  • "個人資料去識別工具分析比較", TANET2023, Taipei, 2023/11/01
  • "網路安全課程練習舞弊偵測機制之研究", TANET2023, Taipei, 2023/11/01
  • "Zero Trust Framework In Financial Sector: The Handling Of Machine Learning Based Trust Management", 2023 IEEE International Conference on Consumer Electronics-Taiwan, Pingtung, 2023/07/17
  • "Concept Drift Adaption for Online Game Chargeback Detection", The 13th International Conference on Frontier Computing (FC2023), Tokyo, 2023/07/10
  • "遊戲玩家行為對線上遊戲惡意退款偵測研究", 第三十四屆國際資訊管理學術研討會, 高雄, 2023/06/17
  • "物聯網設備資安檢測效能實作與評估", 第二十一屆離島資訊技術與應用研討會, 宜蘭, 2023/05/25
  • "The Performance of Operation System for Blockchain Platform in Raspberry Pi", 2023 7th International Conference on Medical and Health Informatics, Kyoto, 2023/05/12
  • "開放銀行應用資通風險評鑑基準文件之研究", 第三十三屆國際資訊管理學術研討會, 台北, 2022/08/27
  • "消費物聯網裝置與資通安全標籤機制初探", 消費物聯網裝置與資通安全標籤機制初探, 台中, 2022/06/16
  • "通用型遊戲惡意退款評估偵測機制及比較", 第二十屆離島資訊技術與應用研討會 (ITAOI2022), 澎湖, 2022/05/27
  • "Influenza-Like Illness Patients Forecasting by Fusing Internet Public Opinion", Frontier Computing, 新加坡, 2022/05/23
  • "開放銀行資通安全風險評估之研究", 2022 國際大數據與 ERP 學術及實務研討會, 線上, 2022/03/12
  • "線上遊戲惡意退款偵測機制評估與比較", 第26屆國際資訊管理暨實務研討會(IMP2021), 雲林, 2021/12/18
  • "文字探勘用於物聯網資安檢測標準與測試項目比對之研究", 第26屆國際資訊管理暨實務研討會(IMP2021), 雲林, 2021/12/18
  • "ISO/IEC 27002:2021 FDIS 初探", 臺灣網際網路研討會(TANET 2021), 台中, 2021/12/10
  • "新版物聯網資安標準—ISO/IEC27400草案初探", 全國計算機會議(NCS 2021), 台中, 2021/12/10
  • "開放銀行資通安全風險與法規遵循之研究", 2021 Cyberspace 聯合研討會, 台北, 2021/11/20
  • "輿情資料輔助類流感人數預測之研究", 第32屆國際資訊管理學術研討會(ICIM2021), 台北, 2021/08/28
  • "運用非監督式學習方法進行資訊安全控制措施相似度比對", 第32屆國際資訊管理學術研討會(ICIM2021), 台北, 2021/08/28
  • "Medical named entity recognition of Chinese electronic medical records based on stacked Bidirectional Long Short-Term Memory", 2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC), Madrid, 2021/07/12
  • "Detecting Online Game Malicious Chargeback by using k-NN", The 2020 International Workshop on Machine Learning for Trust, Security and Privacy in Computing and Communications (MLTrustCom 2020), 廣州, 2020/12/31
  • "資訊安全風險評鑑工具比較與評估", ICIM 2020 第三十一屆國際資訊管理學術研討會, 嘉義, 2020/12/12
  • "電子支付法規比較-歐盟與台灣", Cyberspace 2020 聯合研討會, 台北, 2020/11/20
  • "IEC62443-3-2資安風險管理流程分析與比較", Cyberspace 2020 聯合研討會, 台北, 2020/11/20
  • "基於遺傳演算法之特徵選取於線上遊戲惡意退款偵測模型建置", TANET2020 臺灣網際網路研討會, 台北, 2020/10/28
  • "Machine Learning Method Based on Stream Homomorphic Encryption Computing", Proceedings of 2020 IEEE International Conference on Consumer Electronics – Taiwan (IEEE 2020 ICCE-TW), 桃園, 2020/09/28
  • "Wedding Dress Question-Answering System", Proceedings of 2020 IEEE International Conference on Consumer Electronics – Taiwan (IEEE 2020 ICCE-TW), 桃園, 2020/09/28
  • "Unidentified PII detection with a k-Nearest Neighbors Approach", The 10th International Conference on Frontier Computing, 新加坡, 2020/09/07
  • "基於K-近鄰演算法運用於真實遊戲玩家惡意退款之偵測", CISC 2020 第三十屆全國資訊安全會議, 高雄, 2020/09/01
  • "資訊安全風險評鑑實務標準與指引分析與回顧", IMP 2019第二十五屆國際資訊管理暨實務研討會, 高, 2019/12/07
  • "Deep Learning for Probability Density Function Generator", IMP 2019第二十五屆國際資訊管理暨實務研討會, 高雄, 2019/12/07
  • "高鐵語音驗證碼自動化訂票之研究", NCS 2019 全國計算機會議, 金門, 2019/11/14
  • "自錄影像式電子簽章技術實作及研究", Cyberspace 2019 聯合研討會, 台北, 2019/10/18
  • "以環境資訊和機器學習偵防RFID中繼攻擊", Cyberspace 2019 聯合研討會, 台北, 2019/10/18
  • "Mobile Location Determination Based on Deep Neural Networks for the Analyses of Time-Series Mobile Data", Cyberspace 2019 聯合研討會, 台北, 2019/10/18
  • "運用雲端AI達成自動化訂票實證研究", ANET2019 臺灣網際網路研討會, 高雄, 2019/09/25
  • "Personally Identifiable Data Field Checking using Machine Learning", The 9th International Conference on Frontier Computing (FC2019), KITAKYUSHU, 2019/07/09
  • "資安風險評鑑個人資料欄位檢測機制之研究", 第三十屆國際資訊管理學術研討會, 台北, 2019/05/18

相關證照

  • Certified Data Privacy Solutions Engineer (CDPSE), ISACA
  • Certified Information Security System Professional (CISSP), (ISC)2
  • Certified Information System Auditor (CISA), ISACA
  • Certified Information Security Manager (CISM), ISACA
  • Certified in Risk and Information Systems Control (CRISC), ISACA
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