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

arXiv: https://arxiv.org/abs/2401.11305 · HTML: https://mlsanity.com/paper/2401.11305/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 7 of its 77 references that are in the map.
- First posted on arXiv 20 Jan 2024.

## Builds on (most cited first, 7 of 7)

- [Advances and Open Problems in Federated Learning](https://mlsanity.com/paper/1912.04977/) (2019)
- [Resource Scheduling in Edge Computing: A Survey](https://mlsanity.com/paper/2108.08059/) (2021)
- [All One Needs to Know about Fog Computing and Related Edge Computing Paradigms: A Complete Survey](https://mlsanity.com/paper/1808.05283/) (2018)
- [A Novel Blockchain-based Trust Model for Cloud Identity Management](https://mlsanity.com/paper/1903.04767/) (2019)
- [Improving Rating and Relevance with Point-of-Interest Recommender System](https://mlsanity.com/paper/2202.08751/) (2022)
- [BERT4Loc: BERT for Location -- POI Recommender System](https://mlsanity.com/paper/2208.01375/) (2022)
- [Privacy protection and service evaluation methods for location-based services in edge computing environments](https://mlsanity.com/paper/2212.03417/) (2022)

## Abstract (arXiv)

As digital technology advances, the proliferation of connected devices poses significant challenges and opportunities in mobile crowdsourcing and edge computing. This narrative review focuses on the need for privacy protection in these fields, emphasizing the increasing importance of data security in a data-driven world. Through an analysis of contemporary academic literature, this review provides an understanding of the current trends and privacy concerns in mobile crowdsourcing and edge computing. We present insights and highlight advancements in privacy-preserving techniques, addressing identity, data, and location privacy. This review also discusses the potential directions that can be useful resources for researchers, industry professionals, and policymakers.