{"id":"https://openalex.org/W2735533479","doi":"https://doi.org/10.1109/icdcs.2017.190","title":"Android Malware Detection Using Complex-Flows","display_name":"Android Malware Detection Using Complex-Flows","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2735533479","doi":"https://doi.org/10.1109/icdcs.2017.190","mag":"2735533479"},"language":"en","primary_location":{"id":"doi:10.1109/icdcs.2017.190","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdcs.2017.190","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091553419","display_name":"Feng Shen","orcid":"https://orcid.org/0000-0001-7076-766X"},"institutions":[{"id":"https://openalex.org/I1327163397","display_name":"State University of New York","ror":"https://ror.org/01q1z8k08","country_code":"US","type":"education","lineage":["https://openalex.org/I1327163397"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Feng Shen","raw_affiliation_strings":["Department of Computer Science and Engineering, The State University of New York"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The State University of New York","institution_ids":["https://openalex.org/I1327163397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090547463","display_name":"Justin Del Vecchio","orcid":null},"institutions":[{"id":"https://openalex.org/I1327163397","display_name":"State University of New York","ror":"https://ror.org/01q1z8k08","country_code":"US","type":"education","lineage":["https://openalex.org/I1327163397"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Justin Del Vecchio","raw_affiliation_strings":["Department of Computer Science and Engineering, The State University of New York"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The State University of New York","institution_ids":["https://openalex.org/I1327163397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077402873","display_name":"Aziz Mohaisen","orcid":"https://orcid.org/0000-0003-3227-2505"},"institutions":[{"id":"https://openalex.org/I1327163397","display_name":"State University of New York","ror":"https://ror.org/01q1z8k08","country_code":"US","type":"education","lineage":["https://openalex.org/I1327163397"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aziz Mohaisen","raw_affiliation_strings":["Department of Computer Science and Engineering, The State University of New York"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The State University of New York","institution_ids":["https://openalex.org/I1327163397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109113161","display_name":"Steven Y. Ko","orcid":null},"institutions":[{"id":"https://openalex.org/I1327163397","display_name":"State University of New York","ror":"https://ror.org/01q1z8k08","country_code":"US","type":"education","lineage":["https://openalex.org/I1327163397"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven Y. Ko","raw_affiliation_strings":["Department of Computer Science and Engineering, The State University of New York"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The State University of New York","institution_ids":["https://openalex.org/I1327163397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027309456","display_name":"Lukasz Ziarek","orcid":"https://orcid.org/0000-0003-4353-1998"},"institutions":[{"id":"https://openalex.org/I1327163397","display_name":"State University of New York","ror":"https://ror.org/01q1z8k08","country_code":"US","type":"education","lineage":["https://openalex.org/I1327163397"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lukasz Ziarek","raw_affiliation_strings":["Department of Computer Science and Engineering, The State University of New York"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The State University of New York","institution_ids":["https://openalex.org/I1327163397"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5091553419"],"corresponding_institution_ids":["https://openalex.org/I1327163397"],"apc_list":null,"apc_paid":null,"fwci":4.6231,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.9588767,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2430","last_page":"2437"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9955999851226807,"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"}},{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.910821259021759},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8126782178878784},{"id":"https://openalex.org/keywords/android-malware","display_name":"Android malware","score":0.7988088726997375},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.5800363421440125},{"id":"https://openalex.org/keywords/control-flow","display_name":"Control flow","score":0.5445688962936401},{"id":"https://openalex.org/keywords/malware-analysis","display_name":"Malware analysis","score":0.496891051530838},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4846251904964447},{"id":"https://openalex.org/keywords/information-flow","display_name":"Information flow","score":0.41693341732025146},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4111813008785248},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2416830062866211},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14866843819618225},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13851186633110046},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07777133584022522}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.910821259021759},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8126782178878784},{"id":"https://openalex.org/C2989133298","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android malware","level":3,"score":0.7988088726997375},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.5800363421440125},{"id":"https://openalex.org/C160191386","wikidata":"https://www.wikidata.org/wiki/Q868299","display_name":"Control flow","level":2,"score":0.5445688962936401},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.496891051530838},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4846251904964447},{"id":"https://openalex.org/C2779136372","wikidata":"https://www.wikidata.org/wiki/Q10283002","display_name":"Information flow","level":2,"score":0.41693341732025146},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4111813008785248},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2416830062866211},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14866843819618225},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13851186633110046},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07777133584022522},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdcs.2017.190","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdcs.2017.190","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1941427975","https://openalex.org/W1943233084","https://openalex.org/W1963971515","https://openalex.org/W1971061858","https://openalex.org/W1988036170","https://openalex.org/W1990649188","https://openalex.org/W2007323463","https://openalex.org/W2032724464","https://openalex.org/W2073754016","https://openalex.org/W2077565113","https://openalex.org/W2080696000","https://openalex.org/W2085562432","https://openalex.org/W2092298276","https://openalex.org/W2122672392","https://openalex.org/W2125011234","https://openalex.org/W2127723417","https://openalex.org/W2166743230","https://openalex.org/W2168649891","https://openalex.org/W2185643225","https://openalex.org/W4239799938","https://openalex.org/W4240601173","https://openalex.org/W4242210993","https://openalex.org/W4245027182","https://openalex.org/W6640563219","https://openalex.org/W6641190993"],"related_works":["https://openalex.org/W2768892939","https://openalex.org/W2469507153","https://openalex.org/W2008790809","https://openalex.org/W2134874482","https://openalex.org/W2782775281","https://openalex.org/W3200508744","https://openalex.org/W2026973889","https://openalex.org/W4288064943","https://openalex.org/W4308353525","https://openalex.org/W4319659935"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3],"new":[4],"technique":[5,103],"to":[6,23,70,107,128],"detect":[7],"mobile":[8],"malware":[9,62],"based":[10],"on":[11,85],"information":[12,21],"flow":[13,95],"analysis.":[14],"Our":[15],"approach":[16,134],"examines":[17],"the":[18,55,99,130],"structure":[19],"of":[20,26,87,101,118,132,138],"flows":[22,33,45],"identify":[24,71],"patterns":[25,76],"behavior":[27,57],"present":[28,77],"in":[29,78],"them":[30],"and":[31,51,63,73,121,125],"which":[32],"are":[34],"related,":[35],"those":[36],"that":[37,90],"share":[38],"partial":[39],"computation":[40],"paths.":[41,96],"We":[42,97],"call":[43],"such":[44],"Complex-Flows,":[46],"as":[47],"their":[48],"structure,":[49],"patterns,":[50],"relations":[52],"accurately":[53],"capture":[54],"complex":[56],"exhibited":[58],"by":[59,104],"both":[60,119],"recent":[61,120],"benign":[64,124],"applications.":[65],"N-gram":[66,81],"analysis":[67,82],"is":[68,83],"used":[69],"unique":[72],"common":[74],"behavioral":[75],"Complex-Flows.":[79],"The":[80],"performed":[84],"sequences":[86],"API":[88],"calls":[89],"occur":[91],"along":[92],"Complex-Flows'":[93],"control":[94],"show":[98],"precision":[100],"our":[102,133],"applying":[105],"it":[106],"different":[108,136],"data":[109,115],"sets":[110,116],"totaling":[111],"7,798":[112],"apps.":[113,139],"These":[114],"consist":[117],"older":[122],"generation":[123],"malicious":[126],"apps":[127],"demonstrate":[129],"effectiveness":[131],"across":[135],"generations":[137]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
