Artificial Immune System: Applications in Computer Security
暫譯: 人工免疫系統:在計算機安全中的應用
Ying Tan
- 出版商: IEEE
- 出版日期: 2016-06-27
- 售價: $3,200
- 貴賓價: 9.5 折 $3,040
- 語言: 英文
- 頁數: 208
- 裝訂: Hardcover
- ISBN: 1119076285
- ISBN-13: 9781119076285
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相關分類:
Penetration-test
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商品描述
This book deals with malware detection in terms of Artificial Immune System (AIS), and presents a number of AIS models and immune-based feature extraction approaches as well as their applications in computer security
- Covers all of the current achievements in computer security based on immune principles, which were obtained by the Computational Intelligence Laboratory of Peking University, China
- Includes state-of-the-art information on designing and developing artificial immune systems (AIS) and AIS-based solutions to computer security issues
- Presents new concepts such as immune danger theory, immune concentration, and class-wise information gain (CIG)
商品描述(中文翻譯)
本書探討了基於人工免疫系統(Artificial Immune System, AIS)的惡意軟體檢測,並介紹了多個AIS模型和基於免疫的特徵提取方法,以及它們在計算機安全中的應用。
- 涵蓋了基於免疫原則的計算機安全領域的所有當前成就,這些成就由中國北京大學的計算智能實驗室獲得。
- 包含有關設計和開發人工免疫系統(AIS)及基於AIS的計算機安全問題解決方案的最新資訊。
- 提出了新的概念,如免疫危險理論、免疫濃度和類別信息增益(Class-wise Information Gain, CIG)。