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As digital technology advances, the proliferation of connected devices posessignificant challenges and opportunities in mobile crowdsourcing and edgecomputing. This narrative review focuses on the need for privacy protection inthese fields, emphasizing the increasing importance of data security in adata-driven world. Through an analysis of contemporary academic literature,this review provides an understanding of the current trends and privacyconcerns in mobile crowdsourcing and edge computing. We present insights andhighlight advancements in privacy-preserving techniques, addressing identity,data, and location privacy. This review also discusses the potential directionsthat can be useful resources for researchers, industry professionals, andpolicymakers.

A Narrative Review of Identity, Data, and Location Privacy Techniques in Edge Computing and Mobile Crowdsourcing