Secure Data Provenance and Inference Control with Semantic Web (Hardcover)
暫譯: 安全數據來源與推斷控制的語義網絡
Bhavani Thuraisingham, Tyrone Cadenhead, Murat Kantarcioglu, Vaibhav Khadilkar
- 出版商: Auerbach Publication
- 出版日期: 2014-08-01
- 售價: $5,550
- 貴賓價: 9.5 折 $5,273
- 語言: 英文
- 頁數: 478
- 裝訂: Hardcover
- ISBN: 1466569433
- ISBN-13: 9781466569430
-
其他版本:
Secure Data Provenance and Inference Control with Semantic Web
海外代購書籍(需單獨結帳)
相關主題
商品描述
With an ever-increasing amount of information on the web, it is critical to understand the pedigree, quality, and accuracy of your data. Using provenance, you can ascertain the quality of data based on its ancestral data and derivations, track back to sources of errors, allow automatic re-enactment of derivations to update data, and provide attribution of the data source.
Secure Data Provenance and Inference Control with Semantic Web supplies step-by-step instructions on how to secure the provenance of your data to make sure it is safe from inference attacks. It details the design and implementation of a policy engine for provenance of data and presents case studies that illustrate solutions in a typical distributed health care system for hospitals. Although the case studies describe solutions in the health care domain, you can easily apply the methods presented in the book to a range of other domains.
The book describes the design and implementation of a policy engine for provenance and demonstrates the use of Semantic Web technologies and cloud computing technologies to enhance the scalability of solutions. It covers Semantic Web technologies for the representation and reasoning of the provenance of the data and provides a unifying framework for securing provenance that can help to address the various criteria of your information systems.
Illustrating key concepts and practical techniques, the book considers cloud computing technologies that can enhance the scalability of solutions. After reading this book you will be better prepared to keep up with the on-going development of the prototypes, products, tools, and standards for secure data management, secure Semantic Web, secure web services, and secure cloud computing.
商品描述(中文翻譯)
隨著網路上資訊量的持續增加,了解數據的來源、質量和準確性變得至關重要。透過來源追蹤(provenance),您可以根據數據的祖先數據和衍生物來確定數據的質量,追溯錯誤的來源,允許自動重演衍生過程以更新數據,並提供數據來源的歸屬。
使用語意網確保數據來源和推論控制提供了逐步指導,教您如何確保數據的來源,以防止推論攻擊。書中詳細說明了數據來源的政策引擎的設計和實現,並展示了在典型的分散式醫療系統中解決方案的案例研究。雖然案例研究描述了醫療領域的解決方案,但您可以輕鬆地將書中提出的方法應用於其他多個領域。
本書描述了來源政策引擎的設計和實現,並展示了如何使用語意網技術和雲計算技術來增強解決方案的可擴展性。它涵蓋了用於表示和推理數據來源的語意網技術,並提供了一個統一的框架來確保來源,幫助滿足您信息系統的各種標準。
本書通過闡述關鍵概念和實用技術,考慮了可以增強解決方案可擴展性的雲計算技術。閱讀完本書後,您將更好地準備跟上安全數據管理、安全語意網、安全網路服務和安全雲計算的原型、產品、工具和標準的持續發展。