Guide to AI for Cybersecurity: Principles, Frameworks, and Practical Implementation
暫譯: 人工智慧在網路安全中的指南：原則、框架與實務實施

Ramachandran, Muthu

Guide to AI for Cybersecurity: Principles, Frameworks, and Practical Implementation
  • 出版商: Springer
  • 出版日期: 2026-06-11
  • 售價: $3,620
  • 貴賓價: 9.5 折 $3,439
  • 語言: 英文
  • 頁數: 772
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3032173663
  • ISBN-13: 9783032173669
  • 相關分類: 資訊安全、Machine Learning

    • 海外代購書籍(需單獨結帳)

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商品描述

With cybercrime costs exceeding $10.5 trillion annually and ransomware attacks predicted every two seconds by 2031, traditional signature-based security has reached critical breaking points. Guide to AI for Cybersecurity provides the essential roadmap for harnessing artificial intelligence as a force multiplier against sophisticated, AI-powered threats.

This comprehensive textbook bridges the gap between artificial intelligence theory and practical cybersecurity applications through 18 chapters organized around an innovative detection, response, prediction, and prevention (DRPP) framework. Drawing from recent high-impact incidents--including the 2025 Collins Aerospace cyberattack, the Marks & Spencer ransomware attack, and the Co-op data breach --readers progress from foundational concepts to advanced implementations, gaining hands-on experience with production-ready code examples, real-world case studies, and comprehensive deployment guidance for AI-powered security solutions.

Topics and features:

- - - - - This essential textbook/guide provides comprehensive coverage suitable for graduate students in computer science, cybersecurity, or AI/ML programs, as well as cybersecurity professionals seeking to master AI-powered defense techniques. Software architects building secure AI systems, academic instructors developing AI security courses, and researchers investigating adversarial machine learning also will find the volume invaluable.

Muthu Ramachandran is Research Consultant at Forti5 Technologies Ltd, UK, and Visiting Professor Extraordinarius at University of South Africa.

商品描述(中文翻譯)

隨著網路犯罪成本每年超過 10.5 兆美元，且預測到 2031 年每兩秒就會發生一次勒索病毒攻擊，傳統的基於簽名的安全防護已達到臨界點。《人工智慧在網路安全中的應用指南》提供了利用人工智慧作為對抗複雜的、以人工智慧驅動的威脅的增強力量的基本路線圖。

這本全面的教科書通過 18 章節，圍繞創新的檢測、響應、預測和預防 (DRPP) 框架，彌合了人工智慧理論與實際網路安全應用之間的鴻溝。讀者從基礎概念進展到高級實作，並從最近的高影響事件中汲取經驗，包括 2025 年的 Collins Aerospace 網路攻擊、Marks & Spencer 勒索病毒攻擊以及 Co-op 數據洩漏，獲得生產就緒的程式碼範例、真實案例研究和針對以人工智慧驅動的安全解決方案的全面部署指導的實踐經驗。

主題與特點：這本必備的教科書/指南提供了適合計算機科學、網路安全或人工智慧/機器學習研究生的全面內容，並且也適合希望掌握以人工智慧驅動的防禦技術的網路安全專業人士。構建安全人工智慧系統的軟體架構師、開發人工智慧安全課程的學術講師以及研究對抗性機器學習的研究人員也會發現這本書的價值無法估量。

Muthu Ramachandran 是英國 Forti5 Technologies Ltd 的研究顧問，並且是南非大學的特聘教授。

作者簡介

Professor Muthu Ramachandran is currently a Cybersecurity, AI, and Blockchain Research
Consultant at Forti5 Technologies, UK, and a Professor Extraordinarius at University of South Africa
(UNISA). Muthu is a certified IASME CE, ICA, IoT Cyber & IoT Assurance professional with
extensive experience spanning academia, industry research, and standards development.
Previously, Muthu served as Associate Professor at Leeds Beckett University for 18 years and held
visiting professorships at Indian Institute of Technology (ISM) Dhanbad and University of
Southampton. His industrial experience includes nearly eight years at Philips Research Labs, Volantis
Systems Ltd, and DRDO Hyderabad.
As a Fellow of BCS, Senior Fellow of Advance HE, and Senior Member of IEEE and ACM, Muthu has
authored numerous books, book chapters, journal articles, and conference papers. He has chaired and
delivered keynote speeches at major conferences including SE-CLOUD, SECE, IoTBDS, and DSC.

作者簡介(中文翻譯)

穆圖·拉馬昌德蘭教授目前是英國Forti5 Technologies的網路安全、人工智慧和區塊鏈研究顧問，以及南非大學（UNISA）的特聘教授。穆圖是一位認證的IASME CE、ICA、物聯網網路安全及物聯網保證專業人士，擁有廣泛的經驗，涵蓋學術界、產業研究和標準開發。之前，穆圖在利茲貝克特大學擔任副教授達18年，並在印度理工學院（ISM）丹巴德和南安普敦大學擔任訪問教授。他的產業經驗包括在飛利浦研究實驗室、Volantis Systems Ltd和海得拉巴DRDO工作近八年。作為BCS的研究員、Advance HE的高級研究員，以及IEEE和ACM的高級會員，穆圖撰寫了多本書籍、書章、期刊文章和會議論文。他曾在SE-CLOUD、SECE、IoTBDS和DSC等主要會議上擔任主席並發表主題演講。

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