| 課程編碼 Course Code | 中文課程名稱 Course Name (Chinese) | 英文課程名稱 Course Name (English) | 總學分數 Credits | 總時數 Hours |
|---|---|---|---|---|
| AB03062 | 人工智慧跨域資安之應用 | Artificial Intelligence Cross-domain Applications in Information Security | 3.0 | 3 |
| 中文概述 Chinese Description | 本課程旨在探討人工智慧在跨域資安上的應用。課程將從零信任安全、人工智慧安全、個人資料與隱私保護、人工智慧在資訊安全事件的偵測、人工智慧在舞弊的偵測、人工智慧輔助電腦稽核、人工智慧輔助數位鑑識以及API安全等議題進行深入探討。首先，在零信任安全的概念上，探討如何使用此方法來保障資料安全，接著探討人工智慧安全的基礎知識，包括機器學習、深度學習等技術，並介紹如何將這些技術應用於資安領域。此外，在人工智慧在安全的應用上，將導入人工智慧在入侵偵測、漏洞掃描、安全威脅評估等方面的應用案例，以及如何使用人工智慧技術進行網路安全防禦。在人工智慧在資訊安全事件的偵測方面，將介紹如何使用人工智慧技術檢測網路攻擊，包括異常檢測、入侵檢測等技術。最後，課程還將介紹API安全，包括API安全的風險與漏洞、API保護措施等方面的內容，並介紹如何使用人工智慧技術保護API的安全性。 | |||
| 英文概述 English Description | This course aims to explore the application of artificial intelligence in cross-domain cybersecurity. First, the course will introduce the concept of zero-trust security and discuss how this method can be used to safeguard data security. In addition, the course will also explore the application of AI in security, including case studies in intrusion detection, vulnerability scanning, security threat assessment, and how AI can be used for network security defense and protect personal data and privacy. In addition, the use of AI technology for detecting cybersecurity incidents, including detecting network attacks using techniques such as anomaly detection and intrusion detection. It will also explore fraud detection using AI, such as credit card fraud or malicious top-up fraud. Lastly, the course will introduce API security, including risks and vulnerabilities, API protection measures, and how to use AI technology to protect API security. | |||
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