Guide to AI for Cybersecurity: Emerging Technologies, Ethics, and Societal Impact
暫譯: 人工智慧在網路安全中的指南：新興技術、倫理與社會影響
Ramachandran, Muthu
相關主題
商品描述
With ransomware attacks predicted every two seconds by 2031 and 91% of successful cyberattacks beginning with social engineering, organizations face existential threats that demand AI-powered defenses integrating both technical sophistication and human behavioral insights.
This comprehensive textbook bridges cutting-edge AI research with practical cybersecurity implementation. Readers progress from specialized applications including quantum-resistant architectures and AI-blockchain integration, through ethical governance and accountability frameworks, to advanced defense techniques and societal applications addressing threats from cyberbullying to AI-powered disinformation. The text uniquely integrates cognitive psychology with AI techniques, providing frameworks for human-AI collaborative defense that strengthen rather than replace human capabilities.
Topics and features:
- Introduces post-quantum cryptography and quantum-resistant AI security frameworks for the coming cryptographic transition
- Includes complete instructor resources with slides, exercises, and assessments
- Covers Model Context Protocol (MCP) security and LLM security for emerging AI agent architectures
- Presents neurosymbolic AI approaches combining neural networks with symbolic reasoning for enhanced threat detection
- Addresses global governance strategies with regulatory compliance guidance for GDPR, AI Act, and CCPA
- Features psychological resilience-building and behavioral analytics
This essential volume provides comprehensive coverage suitable for graduate students in computer science, cybersecurity, AI, or software engineering programs. Security professionals, software architects, academic instructors, and technology leaders responsible for AI governance will find the frameworks and implementations invaluable for advancing practice in this critical field.
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)
隨著預測到2031年每兩秒就會發生一次勒索病毒攻擊，以及91%的成功網路攻擊始於社會工程，組織面臨著要求整合技術複雜性與人類行為洞察的AI驅動防禦的生存威脅。
這本綜合性教科書將尖端的AI研究與實用的網路安全實施相結合。讀者將從專門應用開始，包括量子抗性架構和AI-區塊鏈整合，經過倫理治理和問責框架，最終進入高級防禦技術和社會應用，解決從網路霸凌到AI驅動的虛假資訊等威脅。該文本獨特地將認知心理學與AI技術整合，提供人類與AI協作防禦的框架，強化而非取代人類能力。
主題和特點：
- 介紹後量子密碼學和量子抗性AI安全框架，以應對即將到來的密碼學轉型
- 包含完整的教學資源，包括幻燈片、練習和評估
- 涵蓋模型上下文協議（Model Context Protocol, MCP）安全性和大型語言模型（LLM）安全性，針對新興的AI代理架構
- 提出神經符號AI方法，結合神經網絡與符號推理，以增強威脅檢測
- 討論全球治理策略，並提供GDPR、AI法案和CCPA的合規指導
- 特別強調心理韌性建設和行為分析
這本重要的著作提供了適合計算機科學、網路安全、AI或軟體工程研究生的全面內容。安全專業人士、軟體架構師、學術講師以及負責AI治理的技術領導者將發現這些框架和實施對於推進這一關鍵領域的實踐至關重要。
Muthu Ramachandran是英國Forti5 Technologies Ltd的研究顧問，並擔任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, working on real-time systems, software architecture, reuse, and testing.
Muthu has established several influential Software Engineering Frameworks including Software Security Engineering, Cybersecurity Engineering, AI Ethics and Quality, IoT SE, Cloud SE, and Blockchain in Healthcare. He serves on editorial boards for Blockchain in Healthcare Today (BHTY) and International Journal of Organizational and Collective Intelligence (IJOCI) and has been recognized as a Top Blockchain Voice by LinkedIn.
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. His research contributions span systems and software engineering, SPI for SMEs, emergency management systems, software components and architectures, software security engineering, and cloud computing.
作者簡介(中文翻譯)
教授 Muthu Ramachandran 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。Muthu 是一名認證的 IASME CE、ICA、物聯網網路安全與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。
在此之前，Muthu 在利茲貝克特大學擔任副教授達 18 年，並曾在印度理工學院（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 和德拉多海德拉巴工作近八年，專注於即時系統、軟體架構、重用和測試。
Muthu 建立了幾個有影響力的軟體工程框架，包括軟體安全工程、網路安全工程、人工智慧倫理與品質、物聯網軟體工程、雲端軟體工程以及醫療保健中的區塊鏈。他擔任《醫療保健中的區塊鏈今日》（BHTY）和《國際組織與集體智慧期刊》（IJOCI）的編輯委員會成員，並被 LinkedIn 認定為頂尖區塊鏈聲音。
作為 BCS 的院士、Advance HE 的高級院士，以及 IEEE 和 ACM 的高級會員，Muthu 著有多本書籍、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。他的研究貢獻涵蓋系統與軟體工程、中小企業的 SPI、緊急管理系統、軟體元件與架構、軟體安全工程以及雲端計算。
