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The information presented by these detected results (malice judgment, family classification, and behavior characterization) is limited for analysts. Therefore, a method is needed to restore the intention of malware, which reflects the relation between multiple behaviors of complex malware and its ultimate purpose. This paper proposes a novel description and derivation model of Android malware intention based on the theory of intention and malware reverse engineering. This approach creates ontology for malware intention to model the semantic relation between behaviors and its objects and automates the process of intention derivation by using SWRL rules transformed from intention model and Jess inference engine. Experiments on 75 typical samples show that the inference system can perform derivation of malware intention effectively, and 89.3% of the inference results are consistent with artificial analysis, which proves the feasibility and effectiveness of our theory and inference system.<\/jats:p>","DOI":"10.1155\/2018\/9250297","type":"journal-article","created":{"date-parts":[[2018,4,1]],"date-time":"2018-04-01T19:34:26Z","timestamp":1522611266000},"page":"1-13","source":"Crossref","is-referenced-by-count":2,"title":["Behavior Intention Derivation of Android Malware Using Ontology Inference"],"prefix":"10.1155","volume":"2018","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3546-1045","authenticated-orcid":true,"given":"Jian","family":"Jiao","sequence":"first","affiliation":[{"name":"Beijing Key Laboratory of Internet Culture and Digital Dissemination Research, Beijing Information Science and Technology University, Beijing, China"},{"name":"School of Computer Science, Beijing Information Science and Technology University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6201-9178","authenticated-orcid":true,"given":"Qiyuan","family":"Liu","sequence":"additional","affiliation":[{"name":"Beijing Key Laboratory of Internet Culture and Digital Dissemination Research, Beijing Information Science and Technology University, Beijing, China"},{"name":"School of Computer Science, Beijing Information Science and Technology University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5250-7909","authenticated-orcid":true,"given":"Xin","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Computer Science, Beijing Information Science and Technology University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hongsheng","family":"Cao","sequence":"additional","affiliation":[{"name":"Beijing Key Laboratory of Internet Culture and Digital Dissemination Research, Beijing Information Science and Technology University, Beijing, China"},{"name":"School of Computer Science, Beijing Information Science and Technology University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"issue":"1","key":"1","first-page":"21","volume":"61","year":"2015","journal-title":"Journal of Wuhan University (Science Edition)"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1145\/2594291.2594299"},{"first-page":"15","volume-title":"What is intention?","year":"1990","key":"5"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1016\/j.compenvurbsys.2012.10.008"},{"year":"2004","key":"20"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04985-9_21"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1360\/jos171837"},{"issue":"4","key":"11","first-page":"466","volume":"39","year":"2016","journal-title":"Journal of HeFei University of Technology (Natural Science Edition)"},{"issue":"7","key":"15","first-page":"1288","volume":"48","year":"2011","journal-title":"Journal of Computer Research and Development"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1109\/THMS.2016.2558539"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-47812-8_6"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2016.06.018"},{"year":"2001","key":"17"}],"container-title":["Journal of Electrical and Computer Engineering"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/jece\/2018\/9250297.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/jece\/2018\/9250297.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/jece\/2018\/9250297.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,5,24]],"date-time":"2018-05-24T19:31:51Z","timestamp":1527190311000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/jece\/2018\/9250297\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"references-count":13,"alternative-id":["9250297","9250297"],"URL":"https:\/\/doi.org\/10.1155\/2018\/9250297","relation":{},"ISSN":["2090-0147","2090-0155"],"issn-type":[{"type":"print","value":"2090-0147"},{"type":"electronic","value":"2090-0155"}],"subject":[],"published":{"date-parts":[[2018]]}}}