{"id":"https://openalex.org/W2110889728","doi":"https://doi.org/10.1145/2619239.2631434","title":"Droid-Sec","display_name":"Droid-Sec","publication_year":2014,"publication_date":"2014-08-12","ids":{"openalex":"https://openalex.org/W2110889728","doi":"https://doi.org/10.1145/2619239.2631434","mag":"2110889728"},"language":"en","primary_location":{"id":"doi:10.1145/2619239.2631434","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2619239.2631434","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2619239.2631434","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 ACM conference on SIGCOMM","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/2619239.2631434","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052453289","display_name":"Zhenlong Yuan","orcid":"https://orcid.org/0009-0009-2542-0179"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenlong Yuan","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101839087","display_name":"Yongqiang L\u00fc","orcid":"https://orcid.org/0000-0002-5090-6404"},"institutions":[{"id":"https://openalex.org/I98301712","display_name":"Baidu (China)","ror":"https://ror.org/03vs3wt56","country_code":"CN","type":"company","lineage":["https://openalex.org/I98301712"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongqiang Lu","raw_affiliation_strings":["Baidu Inc., Beijing, China","Baidu. Inc, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Baidu Inc., Beijing, China","institution_ids":["https://openalex.org/I98301712"]},{"raw_affiliation_string":"Baidu. Inc, Beijing, China","institution_ids":["https://openalex.org/I98301712"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101743341","display_name":"Zhaoguo Wang","orcid":"https://orcid.org/0000-0002-0177-9664"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoguo Wang","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, China","Harbin Institute of Technology Harbin, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Harbin Institute of Technology Harbin, China#TAB#","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109879581","display_name":"Yibo Xue","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yibo Xue","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.1868,"has_fulltext":true,"cited_by_count":377,"citation_normalized_percentile":{"value":0.99084351,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"371","last_page":"372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9832000136375427,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9786999821662903,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.9009960889816284},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.8674636483192444},{"id":"https://openalex.org/keywords/android-malware","display_name":"Android malware","score":0.843927264213562},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8303157687187195},{"id":"https://openalex.org/keywords/mobile-malware","display_name":"Mobile malware","score":0.8248170614242554},{"id":"https://openalex.org/keywords/static-analysis","display_name":"Static analysis","score":0.6119951605796814},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5228957533836365},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5049319863319397},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.31568098068237305}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9009960889816284},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.8674636483192444},{"id":"https://openalex.org/C2989133298","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android malware","level":3,"score":0.843927264213562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8303157687187195},{"id":"https://openalex.org/C2780967490","wikidata":"https://www.wikidata.org/wiki/Q1291200","display_name":"Mobile malware","level":3,"score":0.8248170614242554},{"id":"https://openalex.org/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","level":2,"score":0.6119951605796814},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5228957533836365},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5049319863319397},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.31568098068237305},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2619239.2631434","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2619239.2631434","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2619239.2631434","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 ACM conference on SIGCOMM","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/2619239.2631434","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2619239.2631434","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2619239.2631434","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 ACM conference on SIGCOMM","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5799999833106995,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335774","display_name":"Key Technologies Research and Development Program","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2110889728.pdf","grobid_xml":"https://content.openalex.org/works/W2110889728.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W1963971515","https://openalex.org/W2072128103","https://openalex.org/W2125011234","https://openalex.org/W4231109964"],"related_works":["https://openalex.org/W2791662519","https://openalex.org/W4249118297","https://openalex.org/W2717179875","https://openalex.org/W3036603968","https://openalex.org/W2311926078","https://openalex.org/W3199551743","https://openalex.org/W4281384336","https://openalex.org/W3195586271","https://openalex.org/W2782775281","https://openalex.org/W2608570228"],"abstract_inverted_index":{"As":[0],"smartphones":[1],"and":[2,24,70,97],"mobile":[3,13],"devices":[4],"are":[5,35],"rapidly":[6],"becoming":[7],"indispensable":[8],"for":[9,76,93],"many":[10,32],"network":[11,22],"users,":[12],"malware":[14,47,77,95],"has":[15],"become":[16],"a":[17,38,56,100],"serious":[18],"threat":[19],"in":[20,37],"the":[21,28,46,86],"security":[23],"privacy.":[25],"Especially":[26],"on":[27],"popular":[29],"Android":[30,74,94,108],"platform,":[31],"malicious":[33],"apps":[34],"hiding":[36],"large":[39],"number":[40],"of":[41,73,81,103],"normal":[42],"apps,":[43],"which":[44],"makes":[45],"detection":[48,96],"more":[49,61],"challenging.":[50],"In":[51],"this":[52],"paper,":[53],"we":[54],"propose":[55],"ML-based":[57],"method":[58],"that":[59,85],"utilizes":[60],"than":[62],"200":[63],"features":[64],"extracted":[65],"from":[66],"both":[67],"static":[68],"analysis":[69,72],"dynamic":[71],"app":[75],"detection.":[78],"The":[79],"comparison":[80],"modeling":[82],"results":[83],"demonstrates":[84],"deep":[87],"learning":[88],"technique":[89],"is":[90],"especially":[91],"suitable":[92],"can":[98],"achieve":[99],"high":[101],"level":[102],"96%":[104],"accuracy":[105],"with":[106],"real-world":[107],"application":[109],"sets.":[110]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":24},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":38},{"year":2021,"cited_by_count":69},{"year":2020,"cited_by_count":66},{"year":2019,"cited_by_count":61},{"year":2018,"cited_by_count":44},{"year":2017,"cited_by_count":24},{"year":2016,"cited_by_count":16},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2016-06-24T00:00:00"}