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However, with the era of big data and machine learning, sensors\u2019 data may be processed by different techniques to infer various hidden information. The extracted information may be beneficial to device users, developers, and designers to enhance the management, operation, and development of these devices. However, the extracted information may be used to compromise the security and the privacy of humans in the era of Internet of Everything (IoE). In this work, we attempt to review the process of inferring meaningful data from smart devices\u2019 sensors, especially, smartphones. In addition, different useful machine learning applications based on smartphones\u2019 sensors data are shown. Moreover, different side channel attacks utilizing the same sensors and the same machine learning algorithms are overviewed.<\/jats:p>","DOI":"10.1155\/2019\/6514520","type":"journal-article","created":{"date-parts":[[2019,5,15]],"date-time":"2019-05-15T19:31:41Z","timestamp":1557948701000},"page":"1-26","source":"Crossref","is-referenced-by-count":102,"title":["Sensors of Smart Devices in the Internet of Everything (IoE) Era: Big Opportunities and Massive Doubts"],"prefix":"10.1155","volume":"2019","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0467-3929","authenticated-orcid":true,"given":"Mohammad","family":"Masoud","sequence":"first","affiliation":[{"name":"Electrical Engineering Department, Al-Zaytoonah University of Jordan, Amman 11733, Jordan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yousef","family":"Jaradat","sequence":"additional","affiliation":[{"name":"Electrical Engineering Department, Al-Zaytoonah University of Jordan, Amman 11733, 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