Trustworthy AI Systems: Engineering Secure, Scalable, and Responsible Intelligence for Real Applications
暫譯: 可信賴的 AI 系統：為實際應用工程安全、可擴展且負責任的智慧

本書彌合了前沿人工智慧創新與實際部署之間的鴻溝，提供了一本關於工程安全、可擴展和負責任的人工智慧的實用指南。作者描述了一個統一的框架，將工程原則與倫理設計、網絡安全、可解釋性和政策對齊相結合。通過專家的見解、案例研究和技術指導，本書使研究人員、開發者和決策者能夠構建用戶可以信任的人工智慧。

Vaishnavi Gudur is a senior software engineer, independent researcher, and IEEE contributor with a deep focus on building secure, scalable, and ethical AI systems. With years of experience leading front-end architecture and telemetry pipelines at Microsoft and contributing to global AI research, she has authored multiple book chapters and research papers on AI safety, compliance, and explainability. Her current work spans the intersection of AI engineering, trustworthy systems, and performance optimization at scale.In addition to her technical contributions, Vaishnavi actively mentors early-stage AI startups and serves as a peer reviewer and advisor for academic journals and international conferences. Her passion lies in bridging practical AI deployment with responsible innovation, and she is deeply committed to shaping future-forward, compliant AI ecosystems through her work in research, judging, and thought leadership.

Dr. Bishwajeet Pandey is a Professor at GL Bajaj Institute of Technology and Management, Greater Noida, India. He has been a Senior Member of IEEE since 2019. He holds an MTech in Computer Science from the IIIT, Gwalior, India, and a PhD in Computer Science from the Gran Sasso Science Institute, Italy. He has taught at esteemed institutions such as Chitkara University, Chandigarh; Jain University, Bangalore; Astana IT University, Kazakhstan; Eurasian National University, Kazakhstan (QS World Rank 321); Walsh College, USA; and UCSI University, Malaysia (QS World Rank 265). Dr. Pandey is a prolific researcher with over 30 published books and more than 220 research papers indexed in Scopus. He has garnered over 4500+ citations. His leadership roles include serving as the Research Head of the School of CSE at Jain University, Bangalore, from 2021 to 2023 and as the head of the International Global Academic Partnership Committee at Birla Institute of Applied Science, Bhimtal, from 2020 to 2021. In 2023, Dr. Pandey was honoured with the prestigious Professor of the Year Award at Lord's Cricket Ground by the London Organisation of Skills Development. Beyond his outstanding research output, his greatest strength lies in his global academic network. He has visited 49 countries, participated in 105 international conferences, and co-authored papers with 218 professors from 93 universities across 42 nations.

Advait Patel is a Senior Site Reliability Engineer with over 8 years of experience in cloud computing, site reliability engineering, and cloud security. He holds a Master's degree in Computer Science from DePaul University, specializing in Software Engineering and Cloud Computing. Advait is currently at Broadcom, where he develops and maintains a globally distributed SaaS-based metrics monitoring platform. His expertise includes technologies such as Kubernetes, Terraform, Ansible, and Python. He has a strong focus on vulnerability management, compliance frameworks, and disaster recovery. Advait is an active contributor to the tech community and has presented at multiple conferences, authored articles on Docker, cloud security, and containerization, and is a technical reviewer for various IEEE and ACM publications.

Vaishnavi Gudur 是一位資深軟體工程師、獨立研究者及 IEEE 貢獻者，專注於構建安全、可擴展且具倫理的 AI 系統。她在微軟領導前端架構和遙測管道方面擁有多年的經驗，並對全球 AI 研究做出了貢獻，撰寫了多篇有關 AI 安全、合規性和可解釋性的書籍章節和研究論文。她目前的工作涵蓋 AI 工程、可信系統和大規模性能優化的交集。除了技術貢獻外，Vaishnavi 還積極指導早期階段的 AI 初創公司，並擔任學術期刊和國際會議的同行評審和顧問。她的熱情在於將實用的 AI 部署與負責任的創新相結合，並致力於通過她在研究、評審和思想領導方面的工作，塑造未來合規的 AI 生態系統。

Dr. Bishwajeet Pandey 是印度大諾伊達 GL Bajaj 技術與管理學院的教授，自 2019 年以來一直是 IEEE 的高級會員。他擁有印度 Gwalior 的 IIIT 獲得的計算機科學碩士學位，以及來自意大利 Gran Sasso 科學研究所的計算機科學博士學位。他曾在多所知名機構任教，包括昌迪加爾的 Chitkara 大學、班加羅爾的 Jain 大學、哈薩克的阿斯塔納 IT 大學、哈薩克的歐亞國立大學（QS 世界排名 321）、美國的 Walsh 大學和馬來西亞的 UCSI 大學（QS 世界排名 265）。Dr. Pandey 是一位多產的研究者，已發表超過 30 本書籍和 220 篇以上的研究論文，並在 Scopus 中被索引。他的引用次數超過 4500 次。他的領導角色包括自 2021 年至 2023 年擔任班加羅爾 Jain 大學計算機科學學院的研究負責人，以及自 2020 年至 2021 年擔任比爾拉應用科學研究所國際全球學術夥伴委員會的負責人。2023 年，Dr. Pandey 在倫敦技能發展組織的 Lord's 板球場獲得了著名的年度教授獎。除了卓越的研究成果外，他最大的優勢在於其全球學術網絡。他已訪問 49 個國家，參加 105 次國際會議，並與來自 42 個國家的 93 所大學的 218 位教授共同撰寫論文。

Advait Patel 是一位資深網站可靠性工程師，擁有超過 8 年的雲計算、網站可靠性工程和雲安全經驗。他擁有德保羅大學的計算機科學碩士學位，專攻軟體工程和雲計算。Advait 目前在 Broadcom 工作，負責開發和維護一個全球分佈的基於 SaaS 的指標監控平台。他的專業包括 Kubernetes、Terraform、Ansible 和 Python 等技術。他專注於漏洞管理、合規框架和災難恢復。Advait 是技術社群的活躍貢獻者，曾在多個會議上發表演講，撰寫有關 Docker、雲安全和容器化的文章，並擔任多個 IEEE 和 ACM 出版物的技術評審。