Intelligent Secure Trustable Things

Karner, Michael, Peltola, Johannes, Jerne, Michael

  • 出版商: Springer
  • 出版日期: 2024-06-20
  • 售價: $2,450
  • 貴賓價: 9.5$2,328
  • 語言: 英文
  • 頁數: 441
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031540484
  • ISBN-13: 9783031540486
  • 海外代購書籍(需單獨結帳)

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商品描述

This open access book provides an overview about results of the InSecTT project. Artificial Intelligence of Things (AIoT) is the natural evolution for both Artificial Intelligence (AI) and Internet of Things (IoT) because they are mutually beneficial. AI increases the value of the IoT through machine learning by transforming the data into useful information, while the IoT increases the value of AI through connectivity and data exchange. Therefore, InSecTT--Intelligent Secure Trustable Things, a pan-European effort with over 50 key partners from 12 countries (EU and Turkey), provides intelligent, secure and trustworthy systems for industrial applications to provide comprehensive cost-efficient solutions of intelligent, end-to-end secure, trustworthy connectivity and interoperability to bring the Internet of Things and Artificial Intelligence together. InSecTT creates trust in AI-based intelligent systems and solutions as a major part of the AIoT. InSecTT fosters cooperation between big industrial players from various domains, a number of highly innovative SMEs distributed all over Europe and cutting-edge research organizations and universities. The project features a big variety of industry-driven use cases embedded into various application domains where Europe is in a leading position, i.e., smart infrastructure, building, manufacturing, automotive, aeronautics, railway, urban public transport, maritime as well as health. The demonstration of InSecTT solutions in well-known real-world environments like airports, trains, ports and the health sector shows their applicability on both high and broad level, going from citizens to European stakeholders.

The first part of the book provides an introduction into the main topics of the InSecTT project: How to bring Internet of Things and Artificial Intelligence together to form the Artificial Intelligence of Things, a reference architecture for such kind of systems and how to develop trustworthy, ethical AI systems. In the second part, we show the development of essential technologies for creating trustworthy AIoT systems. The third part of the book is composed of a broad variety of examples on how to design, develop and validate trustworthy AIoT systems for industrial applications (including automotive, avionics, smart infrastructure, health care, manufacturing and railway).

商品描述(中文翻譯)

這本開放存取的書籍提供了 InSecTT 項目的成果概述。物聯網的人工智慧(AIoT)是人工智慧(AI)和物聯網(IoT)的自然演進,因為它們彼此互利。AI 通過機器學習將數據轉化為有用的信息,從而提高 IoT 的價值,而 IoT 則通過連接性和數據交換提高 AI 的價值。因此,InSecTT——智能安全可信的物品,是一個涵蓋 12 個國家(歐盟及土耳其)超過 50 個主要合作夥伴的泛歐努力,為工業應用提供智能、安全和可信的系統,以提供全面的成本效益解決方案,實現智能、端到端的安全、可信連接和互操作性,將物聯網和人工智慧結合在一起。InSecTT 在基於 AI 的智能系統和解決方案中建立信任,這是 AIoT 的主要部分。InSecTT 促進來自各個領域的大型工業參與者之間的合作,以及遍布整個歐洲的多家高度創新的中小企業和尖端研究機構及大學。該項目展示了多種行業驅動的應用案例,這些案例嵌入在歐洲處於領先地位的各個應用領域,例如智能基礎設施、建築、製造、汽車、航空、鐵路、城市公共交通、海事以及健康。InSecTT 解決方案在機場、火車、港口和健康領域等知名現實環境中的演示,顯示了它們在高層次和廣泛層面的適用性,從公民到歐洲利益相關者。

書籍的第一部分介紹了 InSecTT 項目的主要主題:如何將物聯網和人工智慧結合起來形成物聯網的人工智慧,這類系統的參考架構,以及如何開發可信、倫理的 AI 系統。在第二部分中,我們展示了創建可信 AIoT 系統所需的基本技術的發展。書籍的第三部分由各種範例組成,說明如何為工業應用(包括汽車、航空電子、智能基礎設施、醫療保健、製造和鐵路)設計、開發和驗證可信的 AIoT 系統。