相關主題
商品描述
The goal of this SpringerBrief is to collect and systematically present the state-of-the-art in this research field and the underlying game-theoretic and learning tools to the broader audience with general network security and engineering backgrounds. Particularly, the exposition of this book begins with a brief introduction of relevant background knowledge in Chapter 1, followed by a review of existing applications of SG in addressing various dynamic network security problems in Chapter 2.
A detailed treatment of dynamic security games with information asymmetry is given in Chapters 3–5. Specifically, dynamic security games with extra information that concerns security competitions, where the defender has an informational advantage over the adversary are discussed in Chapter 3.
The complementary scenarios where the defender lacks information about the adversary is examined in Chapter 4 through the lens of incomplete information SG. Chapter 5 is devoted to the exploration of how to proactively create information asymmetry for the defender’s benefit.
The primary audience for this brief includes network engineers interested in security decision-making in dynamic network security problems. Researchers interested in the state-of-the-art research on stochastic game theory and its applications in network security will be interested in this SpringerBrief as well. Also graduate and undergraduate students interested in obtaining comprehensive information on stochastic game theory and applying it to address relevant research problems can use this SpringerBrief as a study guide. Lastly, concluding remarks and our perspective for future works are presented in Chapter 6.
商品描述(中文翻譯)
本書的目標是收集並系統性地呈現此研究領域的最新進展,以及相關的博弈理論和學習工具,讓具有一般網路安全和工程背景的廣泛讀者能夠理解。特別地,本書的內容從第一章對相關背景知識的簡要介紹開始,接著在第二章回顧了現有的安全博弈(SG)應用,針對各種動態網路安全問題進行探討。
第三至第五章對於具有資訊不對稱的動態安全博弈進行了詳細的處理。具體而言,第三章討論了涉及安全競爭的動態安全博弈,其中防禦者在資訊上相對於對手具有優勢。
第四章則從不完全資訊的安全博弈的角度檢視防禦者缺乏對手資訊的互補情境。第五章專注於探索如何主動創造資訊不對稱以利於防禦者的利益。
本書的主要讀者包括對於動態網路安全問題中的安全決策感興趣的網路工程師。對於隨機博弈理論及其在網路安全中應用的最新研究感興趣的研究人員也會對本書感興趣。此外,對於希望獲得隨機博弈理論的全面資訊並應用於相關研究問題的研究生和本科生,可以將本書作為學習指南。最後,第六章將呈現結論性評論及我們對未來工作的展望。