AI Strategy and Security: A Roadmap for Secure, Responsible, and Resilient AI Adoption
暫譯: AI 策略與安全：安全、負責任及韌性 AI 採用的路線圖
Wendt, Donnie W.
相關主題
商品描述
AI will fundamentally change the way business is conducted across most industries. Organizations that excel at leveraging secure, responsible AI to advance their strategic objectives will have a distinct advantage. Those that do not may see their market share erode.
This book provides a guide for organizations to integrate AI in alignment with the organization's strategic goals. The framework provides a roadmap for adopting secure, responsible, and resilient AI, from initial strategy development to ongoing operations that will help advance market leadership.
Part one of the book discusses laying a solid foundation to ensure successful AI integration, beginning with developing an AI strategy aligned with strategic business objectives, such as product and service differentiation, market expansion, and process optimization.
Part Two takes a deep dive into ensuring secure and safe AI adoption. It proposes a secure-by-design approach to AI development that considers AI-specific attack vectors and associated security practices throughout the AI lifecycle.
Developing and deploying secure, responsible, and resilient AI is not a one-time effort. Therefore, Part Three discusses operationalizing AI and integrating it throughout the enterprise to ensure continued success. This section focuses on scaling AI applications and continuous improvement, including establishing metrics and conducting a post-deployment ROI evaluation. Finally, it discusses how to foster a culture of AI innovation and excellence, ensuring that AI becomes a way of doing business.
What You Will Learn:
- Develop an AI integration strategy aligned with the organization's strategic goals and objectives.
- Incorporate a secure-by-design approach to AI integration that considers AI-specific attack vectors and applies traditional and AI-specific defense methods, such as adversarial development, model behavior monitoring, drift analysis, input validation and filtering, and output filtering.
- Establish an AI governance and risk management framework to ensure ongoing compliance with applicable legislation, industry standards, organizational policies, and responsible AI principles.
- Operationalize and scale AI applications to ensure resilient production usage and facilitate continuous improvement.
- Foster a culture of AI innovation and excellence, ensuring that AI becomes a way of doing business.
Who This Book is for:
The primary audience includes business leaders, AI practitioners, AI executives, AI governance professionals, and cybersecurity leaders looking to integrate AI as a strategic differentiator and to enhance business operations. Higher education would be a secondary audience.
商品描述(中文翻譯)
AI 將根本改變大多數行業的商業運作方式。善於利用安全、負責任的 AI 來推進其戰略目標的組織將擁有明顯的優勢。那些未能做到的組織可能會看到其市場份額的減少。
本書提供了一個指導，幫助組織將 AI 與組織的戰略目標整合。該框架提供了一個從初始策略開發到持續運營的路線圖，幫助採用安全、負責任和韌性的 AI，以促進市場領導地位。
本書的第一部分討論了奠定堅實基礎以確保成功的 AI 整合，首先是制定與戰略商業目標（如產品和服務差異化、市場擴展和流程優化）相一致的 AI 策略。
第二部分深入探討確保安全和可靠的 AI 採用。它提出了一種安全設計的 AI 開發方法，考慮到 AI 特有的攻擊向量及其在 AI 生命週期中的相關安全實踐。
開發和部署安全、負責任和韌性的 AI 不是一次性的努力。因此，第三部分討論了如何將 AI 實施到企業中，以確保持續的成功。本節重點在於擴展 AI 應用和持續改進，包括建立指標和進行部署後的投資回報評估。最後，討論了如何培養 AI 創新和卓越的文化，確保 AI 成為商業運作的一種方式。
您將學到的內容：
- 制定與組織的戰略目標和宗旨相一致的 AI 整合策略。
- 採用安全設計的 AI 整合方法，考慮 AI 特有的攻擊向量，並應用傳統和 AI 特有的防禦方法，如對抗性開發、模型行為監控、漂移分析、輸入驗證和過濾，以及輸出過濾。
- 建立 AI 治理和風險管理框架，以確保持續遵守適用的法律、行業標準、組織政策和負責任的 AI 原則。
- 將 AI 應用實施和擴展，以確保韌性的生產使用並促進持續改進。
- 培養 AI 創新和卓越的文化，確保 AI 成為商業運作的一種方式。
本書的讀者對象：
主要讀者包括商業領袖、AI 實踐者、AI 高管、AI 治理專業人士和尋求將 AI 作為戰略差異化因素以增強業務運作的網絡安全領導者。高等教育將是次要讀者對象。
作者簡介
Donnie Wendt is a distinguished AI and cybersecurity professional with extensive expertise in researching security threats and pioneering innovative solutions. He is the author of The Cybersecurity Trinity: AI, Automation, and Active Cyber Defense (Apress) and co-author of the AI Adoption and Management Framework. He has broad practical experience implementing AI and cybersecurity solutions and is an accomplished presenter on AI adoption, securing machine learning, and security automation. In addition to his professional experience, Donnie is an adjunct professor of cybersecurity at Utica University. He earned a Doctorate in Computer Science from Colorado Technical University and a Master's in Cybersecurity from Utica University. Donnie is a Certified Information Systems Security Professional (CISSP) and AI Governance Professional (AIGP).
The initial concept for the book arose from Donnie's cybersecurity-focused AI research and his work as a fractional Chief AI Officer for clients. Donnie, an AI enthusiast, recognized the promise of AI to improve businesses across all industries; however, due to his extensive cybersecurity background, he understood the new attack vectors this might open. Also, he saw that many companies did not know where or how to start with AI integration. Therefore, Donnie created this guide to assist organizations to excel by aligning AI integration with strategic objectives while ensuring secure and responsible AI usage.
作者簡介(中文翻譯)
Donnie Wendt 是一位傑出的人工智慧（AI）和網路安全專業人士，擁有廣泛的研究安全威脅和開創創新解決方案的專業知識。他是 The Cybersecurity Trinity: AI, Automation, and Active Cyber Defense（Apress）的作者，並且是 AI Adoption and Management Framework 的共同作者。他在實施 AI 和網路安全解決方案方面擁有豐富的實務經驗，並且在 AI 採用、機器學習安全以及安全自動化方面是一位出色的演講者。除了專業經驗外，Donnie 還是 Utica University 的網路安全兼任教授。他在 Colorado Technical University 獲得計算機科學博士學位，並在 Utica University 獲得網路安全碩士學位。Donnie 是一名認證資訊系統安全專業人員（CISSP）和人工智慧治理專業人員（AIGP）。
本書的初步概念源於 Donnie 專注於網路安全的 AI 研究以及他作為客戶的部分首席 AI 官的工作。作為一名 AI 愛好者，Donnie 認識到 AI 在改善各行各業的商業潛力；然而，由於他廣泛的網路安全背景，他理解這可能開啟的新攻擊向量。此外，他看到許多公司不知道從何開始或如何進行 AI 整合。因此，Donnie 創建了這本指南，以協助組織通過將 AI 整合與戰略目標對齊來卓越發展，同時確保安全和負責任的 AI 使用。
