Protecting Location Privacy in the Era of Big Data

Protecting Location Privacy in the Era of Big Data
Author :
Publisher :
Total Pages : 0
Release :
ISBN-10 : 1032899883
ISBN-13 : 9781032899886
Rating : 4/5 (83 Downloads)

Book Synopsis Protecting Location Privacy in the Era of Big Data by : Adnan Mahmood

Download or read book Protecting Location Privacy in the Era of Big Data written by Adnan Mahmood and published by . This book was released on 2024-12-10 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the uses and potential risks of location-based services (LBS) in the context of big data, with a focus on location privacy protection methods. The growth of the mobile Internet and the popularity of smart devices have spurred the development of LBS and related mobile applications. However, the misuse of sensitive location data could compromise the physical and communication security of associated devices and nodes, potentially leading to privacy breaches. This book explores the potential risks to the location privacy of mobile users in the context of big data applications. It discusses the latest methods and implications of location privacy from different perspectives. The author offers case studies of three applications: statistical disclosure and privacy protection of location-based big data using a centralised differential privacy model; a user location perturbation mechanism based on a localised differential privacy model; and terminal location perturbation using a geo-indistinguishability model. Linking recent developments in three-dimensional positioning and artificial intelligence, the book also predicts future trends and provides insights into research issues in location privacy. This title will be a valuable resource for researchers, students, and professionals interested in location-based services, privacy computing and protection, wireless network security, and big data security.


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