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As digital technology evolves, the increasing use of connected devices bringsboth challenges and opportunities in the areas of mobile crowdsourcing, edgecomputing, and recommender systems. This survey focuses on these dynamicfields, emphasizing the critical need for privacy protection in ourincreasingly data-oriented world. It explores the latest trends in theseinterconnected areas, with a special emphasis on privacy and data security. Ourmethod involves an in-depth analysis of various academic works, which helps usto gain a comprehensive understanding of these sectors and their shifting focustowards privacy concerns. We present new insights and marks a significantadvancement in addressing privacy issues within these technologies. The surveyis a valuable resource for researchers, industry practitioners, and policymakers, offering an extensive overview of these fields and their relatedprivacy challenges, catering to a wide audience in the modern digital era.

Progress in Privacy Protection: A Review of Privacy Preserving Techniques in Recommender Systems, Edge Computing, and Cloud Computing