Building Ethical and Secure AI: Principles, Practices, and Challenges for the Next Generation
暫譯: 建立道德與安全的人工智慧：下一代的原則、實踐與挑戰
Andrade, Roberto, Ayala, Carlos, Morillo, Paulina
商品描述
This book aims to provide a comprehensive perspective on the growing challenges posed by artificial intelligence (AI) for researchers and professionals. The book examines critical security issues, such as attacks and vulnerabilities, as well as ethical principles that impact fairness, transparency, accountability, and inclusiveness in AI solutions. Its primary goal is to equip readers with the knowledge and tools necessary to design and govern AI systems that align with the principles of social good, fostering responsible and sustainable innovation in the rapidly evolving AI landscape. This book bridges the fields of ethics and security in AI. It covers foundational principles, practical frameworks, and emerging challenges, equipping students and practitioners with tools to design and govern ethical and secure AI systems. With case studies, activities, and real-world examples, the book emphasizes responsible AI applications in fields such as healthcare, sustainability, and cybersecurity.
商品描述(中文翻譯)
本書旨在提供對人工智慧（AI）所帶來的日益增長挑戰的全面視角，針對研究人員和專業人士進行探討。書中檢視了關鍵的安全問題，例如攻擊和漏洞，以及影響公平性、透明度、問責制和包容性的倫理原則。其主要目標是使讀者具備設計和管理符合社會公益原則的AI系統所需的知識和工具，促進在快速發展的AI環境中負責任和可持續的創新。本書橋接了AI中的倫理與安全領域，涵蓋了基礎原則、實用框架和新興挑戰，為學生和從業者提供設計和管理倫理及安全AI系統的工具。透過案例研究、活動和真實世界的例子，本書強調在醫療保健、可持續性和網絡安全等領域中負責任的AI應用。
作者簡介
Roberto Andrade has a robust background in IT infrastructure management and design, blending his technical expertise with leadership and teaching to make significant contributions in both academia and the public sector. He has served as Chief Innovation Officer and Chief Technology Officer at the National Polytechnic School, where he has led strategic technological initiatives. In addition, he held roles as Chief Information Security Officer and Head of IT Infrastructure at the Ministry of Education. His career also includes key IT positions at the National Secretary of Planning and Development. His deep technical knowledge is further evidenced by his role as a Cisco CCNA, CCNP, and CCNA Security Instructor since 2008, demonstrating his commitment to both technological advancement and education.
Carlos Ayala Tipán is a passionate researcher specializing in Data Science, Artificial Intelligence, and Recommender Systems, with a strong focus on innovation and technological advancement. Based in Quito, Ecuador, he currently serves as a Technical Research Assistant at the Escuela Politécnica Nacional (EPN) and is affiliated with the Alan Turing Research Laboratory on Artificial Intelligence and Vision. With a background in web and mobile development, information security, and data management, Carlos is committed to exploring cutting-edge technologies and their applications in solving complex problems. As an M.Sc. candidate in Computer Science, his work emphasizes the integration of AI-driven solutions to improve systems and processes across diverse fields.
Paulina Morillo has a solid academic and research background, with a Ph.D. in Computer Science in progress and a Master's Degree in Information Management, both from the Polytechnic University of Valencia, as well as an Engineering in Electronics and Telecommunications degree from the National Polytechnic School. Her work stands out for its scientific publications indexed in Scopus and WoS, addressing topics related to artificial intelligence, machine learning, and computer vision. She has participated in several international conferences such as CVDE, Intellisys, ICCMB, and AHFE. In addition, she has more than 10 years of teaching experience at the undergraduate and postgraduate levels, including leading thesis projects, at institutions such as the Salesiana Polytechnic University.
作者簡介(中文翻譯)
羅伯托·安德拉德擁有堅實的IT基礎設施管理和設計背景，將其技術專長與領導和教學相結合，對學術界和公共部門做出了重要貢獻。他曾擔任國立工業學院的首席創新官和首席技術官，負責領導戰略性技術倡議。此外，他還在教育部擔任首席資訊安全官和IT基礎設施負責人。他的職業生涯還包括在國家規劃與發展秘書處的關鍵IT職位。他深厚的技術知識還體現在自2008年以來擔任思科CCNA、CCNP和CCNA安全講師的角色，顯示出他對技術進步和教育的承諾。
卡洛斯·阿亞拉·提潘是一位熱情的研究者，專注於數據科學、人工智慧和推薦系統，並強調創新和技術進步。他目前居住在厄瓜多爾的基多，擔任國立工業學院（Escuela Politécnica Nacional, EPN）的技術研究助理，並與艾倫·圖靈人工智慧與視覺研究實驗室有關聯。卡洛斯擁有網頁和移動開發、資訊安全和數據管理的背景，致力於探索尖端技術及其在解決複雜問題中的應用。作為計算機科學的碩士候選人，他的工作強調整合AI驅動的解決方案，以改善各個領域的系統和流程。
保琳娜·莫里略擁有堅實的學術和研究背景，目前正在攻讀計算機科學博士學位，並擁有瓦倫西亞理工大學的信息管理碩士學位，以及國立工業學院的電子與電信工程學位。她的工作因其在Scopus和WoS上索引的科學出版物而脫穎而出，涉及人工智慧、機器學習和計算機視覺等主題。她參加了多個國際會議，如CVDE、Intellisys、ICCMB和AHFE。此外，她在本科和研究生層級擁有超過10年的教學經驗，包括在薩萊西亞工業大學領導論文項目。
