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Big Data Privacy in Smart Farming: A Review
| Content Provider | MDPI |
|---|---|
| Author | Amiri-Zarandi, Mohammad Dara, Rozita A. Duncan, Emily Fraser, Evan D. G. |
| Copyright Year | 2022 |
| Description | Smart farming aims to improve farming using modern technologies and smart devices. Smart devices help farmers to collect and analyze data regarding different aspects of their business. These data are utilized by various stakeholders, including farmers, technology providers, supply chain investigators, and agricultural service providers. These data sources can be considered big data due to their volume, velocity, and variety. The wide use of data collection and communication technologies has increased concerns about the privacy of farmers and their data. Although some previous studies have reviewed the security aspects of smart farming, the privacy challenges and solutions are not sufficiently explored in the literature. In this paper, we present a holistic review of big data privacy in smart farming. The paper utilizes a data lifecycle schema and describes privacy concerns and requirements in smart farming in each of the phases of this data lifecycle. Moreover, it provides a comprehensive review of the existing solutions and the state-of-the-art technologies that can enhance data privacy in smart farming. |
| Starting Page | 9120 |
| e-ISSN | 20711050 |
| DOI | 10.3390/su14159120 |
| Journal | Sustainability |
| Issue Number | 15 |
| Volume Number | 14 |
| Language | English |
| Publisher | MDPI |
| Publisher Date | 2022-07-25 |
| Access Restriction | Open |
| Subject Keyword | Sustainability Information and Library Science Privacy Big Data Security Smart Farming Precision Agriculture Internet of Things Machine Learning |
| Content Type | Text |
| Resource Type | Article |