Generative AI for Cybersecurity
暫譯: 生成式人工智慧在網路安全中的應用

Eddine, Boubiche Djallel, Akleylek, Sedat

Generative AI for Cybersecurity
  • 出版商: CRC
  • 出版日期: 2026-06-15
  • 售價: $4,680
  • 貴賓價: 9.5 折 $4,446
  • 語言: 英文
  • 頁數: 326
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1041077459
  • ISBN-13: 9781041077459
  • 相關分類: 資訊安全、GAN 生成對抗網絡

    • 尚未上市，無法訂購

商品描述

Generative AI for Cybersecurity explores how rapidly evolving generative models are reshaping modern digital defense. As organizations become more interconnected and data-driven, traditional cybersecurity measures are increasingly challenged by adaptive, AI-powered threats. Generative AI (GenAI) introduces new capabilities that can significantly enhance threat detection, automate security operations, and improve situational awareness, but it also enables sophisticated offensive techniques, deepfakes, automated malware generation, and large-scale misinformation.

This book provides a balanced and comprehensive examination of this dual-use technology. It highlights how generative models can be leveraged to build resilient, intelligent, and proactive defense mechanisms capable of anticipating and countering emerging cyber risks. At the same time, it critically analyzes the vulnerabilities, ethical dilemmas, and regulatory challenges introduced by the misuse of GenAI. Through diverse perspectives and expert contributions, the book bridges theoretical foundations with real-world applications, demonstrating how GenAI can support adaptive intrusion detection, anomaly analysis, secure autonomous systems, and more transparent and explainable security solutions.

Beyond technical considerations, the book addresses broader societal, geopolitical, and governance implications, including issues of trust, sovereignty, and responsible AI deployment. It offers frameworks, methodologies, and practical insights suitable for researchers, practitioners, students, and policymakers seeking to understand, develop, or regulate GenAI-driven cybersecurity systems.

By examining both the opportunities and the risks, Generative AI for Cybersecurity serves as a timely reference for navigating an era where AI is not only a tool for defense but also a catalyst for new forms of cyber aggression, highlighting the urgent need for innovative, ethical, and resilient approaches to securing the digital world.

商品描述(中文翻譯)

《生成式人工智慧與網路安全》探討了快速演變的生成模型如何重塑現代數位防禦。隨著組織變得更加互聯和數據驅動，傳統的網路安全措施正面臨由適應性、人工智慧驅動的威脅所帶來的挑戰。生成式人工智慧（GenAI）引入了新的能力，可以顯著增強威脅檢測、自動化安全操作和改善情境意識，但它也使得複雜的攻擊技術、深度偽造、自動化惡意軟體生成和大規模錯誤資訊的傳播成為可能。

本書對這種雙用途技術進行了平衡且全面的檢視。它強調如何利用生成模型來建立具有韌性、智能和主動防禦機制，能夠預測和應對新興的網路風險。同時，它也批判性地分析了GenAI濫用所帶來的脆弱性、倫理困境和監管挑戰。透過多元的觀點和專家的貢獻，本書將理論基礎與實際應用相結合，展示了GenAI如何支持適應性入侵檢測、異常分析、安全自主系統，以及更透明和可解釋的安全解決方案。

除了技術考量外，本書還探討了更廣泛的社會、地緣政治和治理影響，包括信任、主權和負責任的人工智慧部署等問題。它提供了適合研究人員、實務工作者、學生和政策制定者的框架、方法論和實用見解，幫助他們理解、開發或監管基於GenAI的網路安全系統。

通過檢視機會與風險，《生成式人工智慧與網路安全》成為一部及時的參考資料，幫助人們在這個人工智慧不僅是防禦工具，還是新型網路攻擊催化劑的時代中導航，突顯出對創新、倫理和韌性方法以保障數位世界的迫切需求。

作者簡介

Djallel Eddine Boubiche is a Full Professor at the Higher National School of Renewable Energies, Environment, and Sustainable Development (RE2SD) in Batna, Algeria. He received his Ph.D. in Computer Science from UHLB University, Algeria, in 2013. He has held several academic responsibilities, including serving on the school's scientific committee, leading the Industrial Networks Engineering & Artificial Intelligence Specialty, and directing the LEREESI Laboratory. His current research focuses on Security, Edge AI, Wireless Communication and the Internet of Things (IoT). Prof. Boubiche has published widely in leading international journals and conferences, including IEEE Access, IEEE Network, IEEE Communications Magazine, Future Generation Computer Systems, Computers in Human Behavior, and other reputable venues. He is actively engaged in the research community, frequently contributing as a program committee member, program chair, and general or co-general chair for various international conferences. He also serves as a guest editor and associate editor for leading indexed journals.

Sedat Akleylek received the B.Sc. degree in mathematics majored in computer science from Ege University, Izmir, Türkiye, in 2004, and the M.Sc. and Ph.D. degrees in cryptography from Middle East Technical University, Ankara, Türkiye, in 2008 and 2010, respectively. He was a Postdoctoral Researcher at the Cryptography and Computer Algebra Group, TU Darmstadt, Germany, between 2014 and 2015. He worked as a Professor at the Department of Computer Engineering, Ondokuz Mayıs University, Samsun, Türkiye till 2022. He has been with the Department of Computer Engineering, Istinye University, Istanbul, Türkiye. He has started to work at the Chair of Security and Theoretical Computer Science, University of Tartu, Tartu, Estonia, since 2022. His research interests include post-quantum cryptography, algorithms and complexity, architectures for computations in finite fields, applied cryptography for cyber security, malware analysis, IoT security, and avionics cyber security. He is a member of the Editorial Board of IEEE Access, Turkish Journal of Electrical Engineering and Computer Sciences, Peerj Computer Science, and International Journal of Information Security Science. He has published more than 100 research papers in international journals, conference proceedings, book chapters and has solved several real-world security and data analytics problems for the industry.

作者簡介(中文翻譯)

Djallel Eddine Boubiche 是阿爾及利亞巴特納的高等國立可再生能源、環境與可持續發展學校（RE2SD）的全職教授。他於2013年在阿爾及利亞的UHLB大學獲得計算機科學博士學位。他擔任過多項學術職務，包括學校科學委員會成員、工業網絡工程與人工智慧專業的負責人，以及LEREESI實驗室的主任。他目前的研究重點包括安全性、邊緣人工智慧、無線通信和物聯網（IoT）。Boubiche教授在多個國際知名期刊和會議上發表了大量論文，包括IEEE Access、IEEE Network、IEEE Communications Magazine、Future Generation Computer Systems、Computers in Human Behavior等其他知名平台。他積極參與研究社群，經常擔任各種國際會議的程序委員會成員、程序主席以及一般或共同主席。他還擔任多本知名索引期刊的客座編輯和副編輯。

Sedat Akleylek 於2004年在土耳其伊茲密爾的Ege大學獲得數學（主修計算機科學）學士學位，並於2008年和2010年在土耳其安卡拉的中東科技大學獲得密碼學碩士和博士學位。他於2014年至2015年間在德國達姆施塔特工業大學的密碼學與計算機代數小組擔任博士後研究員。他曾在土耳其薩姆松的Ondokuz Mayıs大學計算機工程系擔任教授，直到2022年。他目前在土耳其伊斯坦堡的Istinye大學計算機工程系任職，自2022年起在愛沙尼亞塔爾圖大學的安全與理論計算機科學系工作。他的研究興趣包括後量子密碼學、算法與複雜性、有限域計算架構、應用於網絡安全的密碼學、惡意軟體分析、物聯網安全和航空電子網絡安全。他是IEEE Access、土耳其電氣工程與計算機科學期刊、Peerj計算機科學和國際信息安全科學期刊的編輯委員會成員。他在國際期刊、會議論文集和書籍章節上發表了超過100篇研究論文，並為業界解決了多個現實世界的安全和數據分析問題。

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