{"id":"https://openalex.org/W2588358651","doi":"https://doi.org/10.1109/tkde.2017.2667658","title":"Search Rank Fraud and Malware Detection in Google Play","display_name":"Search Rank Fraud and Malware Detection in Google Play","publication_year":2017,"publication_date":"2017-02-13","ids":{"openalex":"https://openalex.org/W2588358651","doi":"https://doi.org/10.1109/tkde.2017.2667658","mag":"2588358651"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2017.2667658","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2017.2667658","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-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/A5100671394","display_name":"Mahmudur Rahman","orcid":"https://orcid.org/0009-0004-4213-4653"},"institutions":[{"id":"https://openalex.org/I145608581","display_name":"University of Miami","ror":"https://ror.org/02dgjyy92","country_code":"US","type":"education","lineage":["https://openalex.org/I145608581"]},{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]},{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mahmudur Rahman","raw_affiliation_strings":["FIU, Miami, FL","IBM, Raleigh, NC"],"affiliations":[{"raw_affiliation_string":"FIU, Miami, FL","institution_ids":["https://openalex.org/I19700959","https://openalex.org/I145608581"]},{"raw_affiliation_string":"IBM, Raleigh, NC","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100648383","display_name":"Mizanur Rahman","orcid":"https://orcid.org/0000-0002-9853-2712"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]},{"id":"https://openalex.org/I145608581","display_name":"University of Miami","ror":"https://ror.org/02dgjyy92","country_code":"US","type":"education","lineage":["https://openalex.org/I145608581"]},{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mizanur Rahman","raw_affiliation_strings":["FIU, Miami, FL","IBM, Raleigh, NC"],"affiliations":[{"raw_affiliation_string":"FIU, Miami, FL","institution_ids":["https://openalex.org/I19700959","https://openalex.org/I145608581"]},{"raw_affiliation_string":"IBM, Raleigh, NC","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070758536","display_name":"Bogdan C\u0103rbunar","orcid":"https://orcid.org/0000-0002-4950-9751"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]},{"id":"https://openalex.org/I145608581","display_name":"University of Miami","ror":"https://ror.org/02dgjyy92","country_code":"US","type":"education","lineage":["https://openalex.org/I145608581"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bogdan Carbunar","raw_affiliation_strings":["FIU, Miami, FL"],"affiliations":[{"raw_affiliation_string":"FIU, Miami, FL","institution_ids":["https://openalex.org/I19700959","https://openalex.org/I145608581"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020153026","display_name":"Duen Horng Chau","orcid":"https://orcid.org/0000-0001-9824-3323"},"institutions":[{"id":"https://openalex.org/I2800444561","display_name":"Atlanta Technical College","ror":"https://ror.org/01s3vfp47","country_code":"US","type":"education","lineage":["https://openalex.org/I2800444561"]},{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Duen Horng Chau","raw_affiliation_strings":["Georgia Tech, Atlanta, GA"],"affiliations":[{"raw_affiliation_string":"Georgia Tech, Atlanta, GA","institution_ids":["https://openalex.org/I2800444561","https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100671394"],"corresponding_institution_ids":["https://openalex.org/I1341412227","https://openalex.org/I145608581","https://openalex.org/I19700959"],"apc_list":null,"apc_paid":null,"fwci":3.1437,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.92561926,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"29","issue":"6","first_page":"1329","last_page":"1342"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T12519","display_name":"Cybercrime and Law Enforcement Studies","score":0.9873999953269958,"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":0.884114146232605},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7264181971549988},{"id":"https://openalex.org/keywords/permission","display_name":"Permission","score":0.6395887136459351},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.6253080368041992},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5688354969024658},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.5393391251564026},{"id":"https://openalex.org/keywords/app-store","display_name":"App store","score":0.53079754114151},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5274562835693359},{"id":"https://openalex.org/keywords/mobile-malware","display_name":"Mobile malware","score":0.410372257232666},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08175405859947205}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.884114146232605},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7264181971549988},{"id":"https://openalex.org/C2779089604","wikidata":"https://www.wikidata.org/wiki/Q7169333","display_name":"Permission","level":2,"score":0.6395887136459351},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.6253080368041992},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5688354969024658},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.5393391251564026},{"id":"https://openalex.org/C2779794324","wikidata":"https://www.wikidata.org/wiki/Q3814081","display_name":"App store","level":2,"score":0.53079754114151},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5274562835693359},{"id":"https://openalex.org/C2780967490","wikidata":"https://www.wikidata.org/wiki/Q1291200","display_name":"Mobile malware","level":3,"score":0.410372257232666},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08175405859947205},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tkde.2017.2667658","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2017.2667658","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.8100000023841858,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G1122902804","display_name":null,"funder_award_id":"1526254","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5646908546","display_name":null,"funder_award_id":"1527153","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6358821258","display_name":null,"funder_award_id":"1450619","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6655968515","display_name":null,"funder_award_id":"W911NF-13-1-0142","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309993","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W79549259","https://openalex.org/W1489695743","https://openalex.org/W1521626219","https://openalex.org/W1680392829","https://openalex.org/W1868111879","https://openalex.org/W1964241047","https://openalex.org/W1990649188","https://openalex.org/W2041276426","https://openalex.org/W2058180826","https://openalex.org/W2077278164","https://openalex.org/W2125011234","https://openalex.org/W2127935984","https://openalex.org/W2129727551","https://openalex.org/W2156744053","https://openalex.org/W2160429376","https://openalex.org/W2166128942","https://openalex.org/W2166706824","https://openalex.org/W2206195341","https://openalex.org/W2282288858","https://openalex.org/W2482374127","https://openalex.org/W2911964244","https://openalex.org/W2951278869","https://openalex.org/W3098623025","https://openalex.org/W6637386731","https://openalex.org/W6639230916","https://openalex.org/W6695774259","https://openalex.org/W6763745640","https://openalex.org/W6785159596"],"related_works":["https://openalex.org/W2811313356","https://openalex.org/W1981999315","https://openalex.org/W366415247","https://openalex.org/W3137078999","https://openalex.org/W2875142137","https://openalex.org/W3200991944","https://openalex.org/W2773220181","https://openalex.org/W2940924828","https://openalex.org/W2415288834","https://openalex.org/W2595510208"],"abstract_inverted_index":{"Fraudulent":[0],"behaviors":[1],"in":[2,95,107,129],"Google":[3,77,142],"Play,":[4],"the":[5,124,149],"most":[6],"popular":[7],"Android":[8],"app":[9,26,79],"market,":[10],"fuel":[11],"search":[12,57,130],"rank":[13,58,131],"abuse":[14],"and":[15,28,42,53,64,72,87,115,176,178],"malware":[16,52,126],"proliferation.":[17],"To":[18],"identify":[19,98],"malware,":[20,113],"previous":[21],"work":[22],"has":[23],"focused":[24],"on":[25],"executable":[27],"permission":[29],"analysis.":[30],"In":[31],"this":[32],"paper,":[33],"we":[34],"introduce":[35],"FairPlay,":[36],"a":[37,93,162],"novel":[38],"system":[39],"that":[40,120,139,160],"discovers":[41,134],"leverages":[43],"traces":[44],"left":[45],"behind":[46],"by":[47],"fraudsters,":[48],"to":[49,56,97],"detect":[50],"both":[51],"apps":[54,127,138],"subjected":[55],"fraud.":[59,132],"FairPlay":[60,101,133,146],"correlates":[61],"review":[62,68,167,179],"activities":[63],"uniquely":[65],"combines":[66],"detected":[67],"relations":[69],"with":[70],"linguistic":[71],"behavioral":[73],"signals":[74],"gleaned":[75],"from":[76],"Play":[78],"data":[80],"(87":[81],"K":[82],"apps,":[83,159],"2.9":[84],"M":[85],"reviews,":[86,155,175],"2.4M":[88],"reviewers,":[89],"collected":[90],"over":[91,103],"half":[92],"year),":[94],"order":[96],"suspicious":[99],"apps.":[100,117,181],"achieves":[102],"95":[104],"percent":[105,122],"accuracy":[106],"classifying":[108],"gold":[109],"standard":[110],"datasets":[111],"of":[112,123,136,151,165],"fraudulent":[114,137],"legitimate":[116],"We":[118],"show":[119],"75":[121],"identified":[125],"engage":[128],"hundreds":[135],"currently":[140],"evade":[141],"Bouncer's":[143],"detection":[144],"technology.":[145],"also":[147],"helped":[148],"discovery":[150],"more":[152],"than":[153],"1,000":[154],"reported":[156],"for":[157],"193":[158],"reveal":[161],"new":[163],"type":[164],"\u201ccoercive\u201d":[166],"campaign:":[168],"users":[169],"are":[170],"harassed":[171],"into":[172],"writing":[173],"positive":[174],"install":[177],"other":[180]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}