110年第1學期-1067 人工智慧與資訊安全 課程資訊

評分方式

評分項目	配分比例	說明
小考一	15	期中考前
期中考	30
小考二	15	期末考前
期末專題	30
作業出席	10

教育目標

Big data analytics are very fruitful for solving problems in cybersecurity. This course introduces modern trends in intelligent security systems research and practice and worked out a syllabus in the area of data mining and machine learning with applications to cybersecurity. Contrary to the traditional data mining and machine learning courses we illustrate course topics by cases from the area of cybersecurity including botnet detection, intrusion detection, deep packet inspection, fraud monitoring, malware detection, phishing detection, active authentication.

基本資料

選修課，學分數：3-0
上課時間：五/2,3,4[ST405]
修課班級：資工系3-4
修課年級：年級以上
選課備註：數創組分組選修

參考書目

1.資訊安全概論，作者:林祝興, 張明信。出版書局:旗標
2.王者歸來：WEKA機器學習與大數據聖經，作者:袁梅宇，出版書局:佳魁