company---->Academia Sinica(字串長度:15)---->Research Center for Information Technology Innovation, Academia Sinica(字串長度:70)```position---->Research Fellow (Professor)(字串長度:27)---->CEO, TWISC(字串長度:10)```me_desc---->李育杰教授於 2001 年於美國威斯康辛大學麥迪遜分校取得電腦科學博士後，回台於中正大學資訊工程系任教一年，轉任台灣科技大學資訊工程系任教，2016 年二月至交通大學應用數學系、數據科學與工程研究所擔任教授。目前也合聘於清華大學統計研究所。李教授之研究主要在 資料科學、資料探勘與機器學習。在過去十多年間，李教授在監督式學習、半 監督式學習與非監督式學習 (線性 / 非線性維度縮減) 等領域中已發展了相當多的 有效率的學習演算法，並將其應用於網路入侵偵測、網路異常檢測、惡意網址 檢測與合法用戶識別等領域。李教授近年則利用 Online Learning 技術，處理巨量 資料、物聯網安全問題與巨量資料之異常檢測需求等問題。(字串長度:859)---->Prof. Yuh-Jye Lee is a computer scientist who holds a PhD in Computer Sciences from UW-Madison (2001). He has held positions at esteemed universities, including National Chun Cheng University, Taiwan Tech, and National Yang Ming Chiao Tung University.  Prof. Lee also had the opportunity to serve the government from November 2020 to January 2023 as the Deputy Executive Secretary of the Office of Science and Technology Policy, National Science and Technology Council. This office is responsible for Taiwan's science and technology policies, budget allocation, and the review of national-level science and technology projects. Currently, he serves as the Chief Executive Officer of the Taiwan Information Security Center at the Research Center for Information Technology Innovation, Academia Sinica.  Prof. Lee's research primarily focuses on AI, data science, machine learning, federated learning, and information security, with a specific interest in developing lightweight anomaly detection techniques for IoT applications. Over the past decade, he has developed numerous efficient machine learning algorithms such as SSVM and RSVM that have been successfully applied in various fields, including breast cancer diagnosis and prognosis, network intrusion detection, and fake news prevention. In essence, his research is centered on AI in security and security in AI. He is also in charge of the TAIDE project, which stands for Trustworthy AI Dialogue Engine. (字串長度:1462)