{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,6]],"date-time":"2026-02-06T03:39:01Z","timestamp":1770349141700,"version":"3.49.0"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2018,5,1]],"date-time":"2018-05-01T00:00:00Z","timestamp":1525132800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2018,5,1]],"date-time":"2018-05-01T00:00:00Z","timestamp":1525132800000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2018,5,1]],"date-time":"2018-05-01T00:00:00Z","timestamp":1525132800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2018,5,1]],"date-time":"2018-05-01T00:00:00Z","timestamp":1525132800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61672262"],"award-info":[{"award-number":["61672262"]}],"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":["61573166"],"award-info":[{"award-number":["61573166"]}],"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":["61472164"],"award-info":[{"award-number":["61472164"]}],"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":["61572230"],"award-info":[{"award-number":["61572230"]}],"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":["61702218"],"award-info":[{"award-number":["61702218"]}],"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":["61702216"],"award-info":[{"award-number":["61702216"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007129","name":"Natural Science Foundation of Shandong Province","doi-asserted-by":"publisher","award":["ZR2014JL042"],"award-info":[{"award-number":["ZR2014JL042"]}],"id":[{"id":"10.13039\/501100007129","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007129","name":"Natural Science Foundation of Shandong Province","doi-asserted-by":"publisher","award":["ZR2012FM010"],"award-info":[{"award-number":["ZR2012FM010"]}],"id":[{"id":"10.13039\/501100007129","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shandong Provincial Key R&D Program","award":["2016GGX101001"],"award-info":[{"award-number":["2016GGX101001"]}]},{"name":"CERNET Next Generation Internet Technology Innovation Project","award":["NGII20160404"],"award-info":[{"award-number":["NGII20160404"]}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["CNS-1566388"],"award-info":[{"award-number":["CNS-1566388"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans.Inform.Forensic Secur."],"published-print":{"date-parts":[[2018,5]]},"DOI":"10.1109\/tifs.2017.2771228","type":"journal-article","created":{"date-parts":[[2017,11,8]],"date-time":"2017-11-08T19:14:45Z","timestamp":1510168485000},"page":"1096-1109","source":"Crossref","is-referenced-by-count":137,"title":["Detecting Android Malware Leveraging Text Semantics of Network Flows"],"prefix":"10.1109","volume":"13","author":[{"given":"Shanshan","family":"Wang","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0551-2163","authenticated-orcid":false,"given":"Qiben","family":"Yan","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4948-3803","authenticated-orcid":false,"given":"Zhenxiang","family":"Chen","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7961-853X","authenticated-orcid":false,"given":"Bo","family":"Yang","sequence":"additional","affiliation":[]},{"given":"Chuan","family":"Zhao","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3612-1934","authenticated-orcid":false,"given":"Mauro","family":"Conti","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2014.2355839"},{"key":"ref38","year":"2017","journal-title":"VirusTotal"},{"key":"ref33","first-page":"412","article-title":"A comparative study on feature selection in text categorization","author":"yang","year":"1998","journal-title":"Proc 14th Int Conf Mach Learn"},{"key":"ref32","year":"2017","journal-title":"Tshark—The Wireshark Network Analyzer 2 4 2"},{"key":"ref31","year":"0","journal-title":"Android Monkey Tool"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TrustCom.2016.0269"},{"key":"ref37","year":"2017","journal-title":"Baidu Mobile Assistant"},{"key":"ref36","year":"2017","journal-title":"Virusshare com"},{"key":"ref35","first-page":"658","author":"cristianini","year":"2005","journal-title":"An Introduction to Support Vector Machines"},{"key":"ref34","first-page":"1","article-title":"A novel architecture of I2C slave using one-hot encoding technique","author":"mahato","year":"2011","journal-title":"Proc Int Conf Recent Trends Inf Technol Comput Sci"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2016.23458"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2014.23247"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04342-0_6"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2005.15"},{"key":"ref13","first-page":"4","article-title":"Automated worm fingerprinting","volume":"4","author":"singh","year":"2004","journal-title":"Proc OSDI"},{"key":"ref14","first-page":"7","article-title":"An architecture for generating semantics-aware signatures","author":"yegneswaran","year":"2005","journal-title":"Proc Conf USENIX Security Symp"},{"key":"ref15","first-page":"26","article-title":"Behavioral clustering of HTTP-based malware and signature generation using malicious network traces","author":"perdisci","year":"2010","journal-title":"Proc 1st USENIX Symp Netw Syst Design Implement (NSDI '04)"},{"key":"ref16","first-page":"139","article-title":"BotMiner: Clustering analysis of network traffic for protocol- and structure-independent botnet detection","author":"gu","year":"2008","journal-title":"Proc Usenix Secur Symp"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/NGMAST.2014.57"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/EuroSP.2016.40"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2015.2478741"},{"key":"ref28","first-page":"95","article-title":"Dissecting Android malware: Characterization and evolution","author":"jiang","year":"2012","journal-title":"Proc IEEE Symp Secur Privacy"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2666356.2594299"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TrustCom.2016.0077"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2014.2386139"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2382196.2382223"},{"key":"ref29","first-page":"1","article-title":"TrafficAV: An effective and explainable detection of mobile malware behavior using network traffic","author":"wang","year":"2016","journal-title":"Proc IEEE Int Symp Quality Service (IWQoS)"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2635868.2635869"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/2619091"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACSAC.2007.21"},{"key":"ref2","year":"2017","journal-title":"Security Threat Report 2014—Sophos"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2089125.2089126"},{"key":"ref1","year":"2017","journal-title":"Google Play Number of Apps 2009–2016"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/2568225.2568301"},{"key":"ref22","first-page":"993","article-title":"UIPicker: User-input privacy identification in mobile applications","author":"nan","year":"2015","journal-title":"Proc Usenix Security Symp"},{"key":"ref21","first-page":"527","article-title":"WHYPER: Towards automating risk assessment of mobile applications","author":"pandita","year":"2013","journal-title":"Proc Usenix Security Conf"},{"key":"ref42","author":"razaghpanah","year":"2015","journal-title":"Haystack A multi-purpose mobile vantage point in user space"},{"key":"ref24","article-title":"ReCon: Revealing and controlling PII leaks in mobile network traffic","volume":"abs 1507 255","author":"ren","year":"2015","journal-title":"CoRR"},{"key":"ref41","first-page":"597","article-title":"DroidClassifier: Efficient adaptive mining of application-layer header for classifying Android malware","author":"li","year":"2016","journal-title":"Proc 12th EAI Int Conf Secur Commun"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2014.2381230"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2011.29"},{"key":"ref25","author":"ramu","year":"2012","journal-title":"Mobile Malware Evolution Detection and Defense in EECE"}],"container-title":["IEEE Transactions on Information Forensics and Security"],"original-title":[],"link":[{"URL":"http:\/\/ieeexplore.ieee.org\/ielaam\/10206\/8272400\/8101555-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10206\/8272400\/08101555.pdf?arnumber=8101555","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,8]],"date-time":"2022-04-08T18:51:54Z","timestamp":1649443914000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8101555\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,5]]},"references-count":42,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tifs.2017.2771228","relation":{},"ISSN":["1556-6013","1556-6021"],"issn-type":[{"value":"1556-6013","type":"print"},{"value":"1556-6021","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,5]]}}}