{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T14:44:04Z","timestamp":1740149044478,"version":"3.37.3"},"reference-count":19,"publisher":"Wiley","license":[{"start":{"date-parts":[[2020,7,25]],"date-time":"2020-07-25T00:00:00Z","timestamp":1595635200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["71402070","61101088","BK20161099"],"award-info":[{"award-number":["71402070","61101088","BK20161099"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["71402070","61101088","BK20161099"],"award-info":[{"award-number":["71402070","61101088","BK20161099"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004608","name":"Natural Science Foundation of Jiangsu Province","doi-asserted-by":"publisher","award":["71402070","61101088","BK20161099"],"award-info":[{"award-number":["71402070","61101088","BK20161099"]}],"id":[{"id":"10.13039\/501100004608","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Jiangsu Provincial Key Laboratory of Computer Network Technology","award":["71402070","61101088","BK20161099"],"award-info":[{"award-number":["71402070","61101088","BK20161099"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Security and Communication Networks"],"published-print":{"date-parts":[[2020,7,25]]},"abstract":"<jats:p>To determine whether images on the crowdsourcing server meet the mobile user\u2019s requirement, an auditing protocol is desired to check these images. However, before paying for images, the mobile user typically cannot download them for checking. Moreover, since mobiles are usually low-power devices and the crowdsourcing server has to handle a large number of mobile users, the auditing protocol should be lightweight. To address the above security and efficiency issues, we propose a novel noninteractive lightweight privacy-preserving auditing protocol on images in mobile crowdsourcing networks, called NLPAS. Since NLPAS allows the mobile user to check images on the crowdsourcing server without downloading them, the newly designed protocol can provide privacy protection for these images. At the same time, NLPAS uses the binary convolutional neural network for extracting features from images and designs a novel privacy-preserving Hamming distance computation algorithm for determining whether these images on the crowdsourcing server meet the mobile user\u2019s requirement. Since these two techniques are both lightweight, NLPAS can audit images on the crowdsourcing server in a privacy-preserving manner while still enjoying high efficiency. Experimental results show that NLPAS is feasible for real-world applications.<\/jats:p>","DOI":"10.1155\/2020\/8827364","type":"journal-article","created":{"date-parts":[[2020,7,25]],"date-time":"2020-07-25T23:31:25Z","timestamp":1595719885000},"page":"1-11","source":"Crossref","is-referenced-by-count":1,"title":["Noninteractive Lightweight Privacy-Preserving Auditing on Images in Mobile Crowdsourcing Networks"],"prefix":"10.1155","volume":"2020","author":[{"given":"Juan","family":"Zhang","sequence":"first","affiliation":[{"name":"Business School, Nanjing University, Nanjing 210093, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0303-2521","authenticated-orcid":true,"given":"Changsheng","family":"Wan","sequence":"additional","affiliation":[{"name":"School of Cyber Space, Southeast University, Nanjing 210096, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chunyu","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Information and Engineering, Xizang Minzu University, Xianyang 712082, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaojun","family":"Guo","sequence":"additional","affiliation":[{"name":"School of Information and Engineering, Xizang Minzu University, Xianyang 712082, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yongyong","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Cyber Space, Southeast University, Nanjing 210096, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"issue":"6","key":"1","first-page":"1","volume":"14","year":"2006","journal-title":"Wired Magazine"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1109\/mwc.2015.7054716"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2765699"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2015.01.022"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2015.2504928"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2016.2535383"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2017.04.015"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1007\/s11276-015-1120-z"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2014.05.118"},{"key":"29","doi-asserted-by":"publisher","DOI":"10.14778\/2732951.2732966"},{"key":"33","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2015.7060488"},{"key":"34","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2015.2512282"},{"key":"36","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.12.037"},{"key":"37","doi-asserted-by":"publisher","DOI":"10.1007\/s11432-019-9893-2"},{"key":"38","doi-asserted-by":"publisher","DOI":"10.1109\/tnse.2019.2892583"},{"key":"39","doi-asserted-by":"publisher","DOI":"10.1109\/mcom.001.1900003"},{"key":"40","doi-asserted-by":"publisher","DOI":"10.1109\/access.2019.2962912"},{"year":"2012","key":"42"},{"key":"46","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"}],"container-title":["Security and Communication Networks"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/scn\/2020\/8827364.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/scn\/2020\/8827364.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/scn\/2020\/8827364.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,7,25]],"date-time":"2020-07-25T23:31:32Z","timestamp":1595719892000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/scn\/2020\/8827364\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7,25]]},"references-count":19,"alternative-id":["8827364","8827364"],"URL":"https:\/\/doi.org\/10.1155\/2020\/8827364","relation":{},"ISSN":["1939-0114","1939-0122"],"issn-type":[{"type":"print","value":"1939-0114"},{"type":"electronic","value":"1939-0122"}],"subject":[],"published":{"date-parts":[[2020,7,25]]}}}