{"id":"https://openalex.org/W2535386169","doi":"https://doi.org/10.1145/2996358","title":"*droid","display_name":"*droid","publication_year":2016,"publication_date":"2016-10-21","ids":{"openalex":"https://openalex.org/W2535386169","doi":"https://doi.org/10.1145/2996358","mag":"2535386169"},"language":"en","primary_location":{"id":"doi:10.1145/2996358","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2996358","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"review","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/A5021122418","display_name":"Bradley Reaves","orcid":"https://orcid.org/0000-0001-7902-1821"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Bradley Reaves","raw_affiliation_strings":["University of Florida"],"affiliations":[{"raw_affiliation_string":"University of Florida","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036962068","display_name":"Jasmine Bowers","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jasmine Bowers","raw_affiliation_strings":["University of Florida"],"affiliations":[{"raw_affiliation_string":"University of Florida","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051115481","display_name":"Sigmund Albert Gorski","orcid":null},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sigmund Albert Gorski III","raw_affiliation_strings":["North Carolina State University"],"affiliations":[{"raw_affiliation_string":"North Carolina State University","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044555952","display_name":"Olabode Anise","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Olabode Anise","raw_affiliation_strings":["University of Florida"],"affiliations":[{"raw_affiliation_string":"University of Florida","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075631808","display_name":"Rahul Bobhate","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rahul Bobhate","raw_affiliation_strings":["University of Florida"],"affiliations":[{"raw_affiliation_string":"University of Florida","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048227961","display_name":"Raymond J. Cho","orcid":"https://orcid.org/0000-0001-6090-6603"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raymond Cho","raw_affiliation_strings":["University of Florida"],"affiliations":[{"raw_affiliation_string":"University of Florida","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055322504","display_name":"Hiranava Das","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hiranava Das","raw_affiliation_strings":["University of Florida"],"affiliations":[{"raw_affiliation_string":"University of Florida","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073147279","display_name":"Sharique Hussain","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sharique Hussain","raw_affiliation_strings":["University of Florida"],"affiliations":[{"raw_affiliation_string":"University of Florida","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041671038","display_name":"Hamza Karachiwala","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hamza Karachiwala","raw_affiliation_strings":["University of Florida"],"affiliations":[{"raw_affiliation_string":"University of Florida","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006273900","display_name":"Nolen Scaife","orcid":"https://orcid.org/0000-0003-2305-299X"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nolen Scaife","raw_affiliation_strings":["University of Florida"],"affiliations":[{"raw_affiliation_string":"University of Florida","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103613455","display_name":"Byron Wright","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Byron Wright","raw_affiliation_strings":["University of Florida"],"affiliations":[{"raw_affiliation_string":"University of Florida","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039485542","display_name":"Kevin Butler","orcid":"https://orcid.org/0000-0002-7498-4239"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Butler","raw_affiliation_strings":["University of Florida"],"affiliations":[{"raw_affiliation_string":"University of Florida","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024034310","display_name":"William Enck","orcid":"https://orcid.org/0000-0002-3043-8092"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Enck","raw_affiliation_strings":["North Carolina State University"],"affiliations":[{"raw_affiliation_string":"North Carolina State University","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048941759","display_name":"Patrick Traynor","orcid":"https://orcid.org/0000-0002-7143-5189"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patrick Traynor","raw_affiliation_strings":["University of Florida"],"affiliations":[{"raw_affiliation_string":"University of Florida","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":14,"corresponding_author_ids":["https://openalex.org/A5021122418"],"corresponding_institution_ids":["https://openalex.org/I33213144"],"apc_list":null,"apc_paid":null,"fwci":8.4053,"has_fulltext":false,"cited_by_count":66,"citation_normalized_percentile":{"value":0.98225476,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"49","issue":"3","first_page":"1","last_page":"30"},"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9932000041007996,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9930999875068665,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8913617730140686},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.6473010778427124},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.617951512336731},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.45123299956321716},{"id":"https://openalex.org/keywords/android-application","display_name":"Android application","score":0.4350054860115051},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4297364354133606},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.34387755393981934},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11149072647094727}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8913617730140686},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.6473010778427124},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.617951512336731},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45123299956321716},{"id":"https://openalex.org/C3017891749","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android application","level":3,"score":0.4350054860115051},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4297364354133606},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.34387755393981934},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11149072647094727},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2996358","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2996358","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5365004349","display_name":null,"funder_award_id":"CNS-1222680, CNS-1253346, CNS-1464087, CNS-1464088, CNS-1513690, CNS-1526718, CNS-1540217","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":95,"referenced_works":["https://openalex.org/W81879861","https://openalex.org/W183494281","https://openalex.org/W1437814062","https://openalex.org/W1438616768","https://openalex.org/W1445387515","https://openalex.org/W1464836909","https://openalex.org/W1491356120","https://openalex.org/W1536098516","https://openalex.org/W1560028438","https://openalex.org/W1582716752","https://openalex.org/W1608142476","https://openalex.org/W1630356589","https://openalex.org/W1699449651","https://openalex.org/W1865564993","https://openalex.org/W1915915253","https://openalex.org/W1961036462","https://openalex.org/W1963971515","https://openalex.org/W1969599528","https://openalex.org/W1971061858","https://openalex.org/W1971859150","https://openalex.org/W1979628629","https://openalex.org/W1980874575","https://openalex.org/W1985686072","https://openalex.org/W1988036170","https://openalex.org/W1990471574","https://openalex.org/W1994588724","https://openalex.org/W2008810193","https://openalex.org/W2010395842","https://openalex.org/W2012500378","https://openalex.org/W2013735525","https://openalex.org/W2013856010","https://openalex.org/W2015790908","https://openalex.org/W2017025011","https://openalex.org/W2018956134","https://openalex.org/W2025721496","https://openalex.org/W2027538101","https://openalex.org/W2032724464","https://openalex.org/W2047421912","https://openalex.org/W2055703785","https://openalex.org/W2059610428","https://openalex.org/W2060692877","https://openalex.org/W2061603028","https://openalex.org/W2066428817","https://openalex.org/W2067547021","https://openalex.org/W2070386561","https://openalex.org/W2073754016","https://openalex.org/W2077568170","https://openalex.org/W2080573945","https://openalex.org/W2080696000","https://openalex.org/W2084957670","https://openalex.org/W2085577046","https://openalex.org/W2087611087","https://openalex.org/W2087804676","https://openalex.org/W2088749975","https://openalex.org/W2088983597","https://openalex.org/W2090465075","https://openalex.org/W2091540464","https://openalex.org/W2101800210","https://openalex.org/W2101834106","https://openalex.org/W2103370348","https://openalex.org/W2104372627","https://openalex.org/W2105285801","https://openalex.org/W2107816859","https://openalex.org/W2111525908","https://openalex.org/W2113115074","https://openalex.org/W2114275288","https://openalex.org/W2121794413","https://openalex.org/W2122672392","https://openalex.org/W2125099630","https://openalex.org/W2127723417","https://openalex.org/W2133824159","https://openalex.org/W2135389226","https://openalex.org/W2140021378","https://openalex.org/W2140095007","https://openalex.org/W2141554582","https://openalex.org/W2142503704","https://openalex.org/W2157286909","https://openalex.org/W2164539435","https://openalex.org/W2166743230","https://openalex.org/W2168103835","https://openalex.org/W2169953045","https://openalex.org/W2171240827","https://openalex.org/W2172222246","https://openalex.org/W2183177643","https://openalex.org/W2199478250","https://openalex.org/W2227887088","https://openalex.org/W2289508129","https://openalex.org/W2510556079","https://openalex.org/W2518060702","https://openalex.org/W2577540292","https://openalex.org/W2933096895","https://openalex.org/W2949838346","https://openalex.org/W3136699861","https://openalex.org/W4239249613","https://openalex.org/W4251478049"],"related_works":["https://openalex.org/W4285815317","https://openalex.org/W2352863297","https://openalex.org/W327645657","https://openalex.org/W2012891774","https://openalex.org/W4298063370","https://openalex.org/W2782697762","https://openalex.org/W3092209205","https://openalex.org/W4253505977","https://openalex.org/W2356432922","https://openalex.org/W3210610514"],"abstract_inverted_index":{"The":[0],"security":[1,11,50],"research":[2,51,139],"community":[3,175],"has":[4,22],"invested":[5],"significant":[6,130,148],"effort":[7,21],"in":[8,31,59,136],"improving":[9],"the":[10,16,32,45,56,72,83,98,115,144,156,174],"of":[12,27,34,48,74,117,138,153],"Android":[13,49],"applications":[14,163],"over":[15],"past":[17],"half":[18],"decade.":[19],"This":[20],"addressed":[23],"a":[24,104],"wide":[25],"range":[26],"problems":[28,75],"and":[29,86],"resulted":[30],"creation":[33],"many":[35],"tools":[36,89,145],"for":[37,94,162],"application":[38,111],"analysis.":[39],"In":[40],"this":[41],"article,":[42],"we":[43,101],"perform":[44],"first":[46],"systematization":[47],"that":[52,80,129,143],"analyzes":[53],"applications,":[54],"characterizing":[55],"work":[57,131],"published":[58],"more":[60,177],"than":[61],"17":[62],"top":[63],"venues":[64],"since":[65],"2010.":[66],"We":[67,125,167],"categorize":[68],"each":[69,95],"paper":[70],"by":[71,169],"types":[73],"they":[76],"solve,":[77],"highlight":[78],"areas":[79],"have":[81],"received":[82],"most":[84],"attention,":[85],"note":[87],"whether":[88],"were":[90],"ever":[91],"publicly":[92],"released":[93,99],"effort.":[96],"Of":[97],"tools,":[100],"then":[102],"evaluate":[103],"representative":[105],"sample":[106],"to":[107,121,133,155,158],"determine":[108],"how":[109,173],"well":[110],"developers":[112],"can":[113,176],"apply":[114],"results":[116],"our":[118],"community\u2019s":[119],"efforts":[120],"improve":[122],"their":[123],"products.":[124],"find":[126],"not":[127],"only":[128],"remains":[132],"be":[134],"done":[135],"terms":[137],"coverage":[140],"but":[141],"also":[142],"suffer":[146],"from":[147,151],"issues":[149],"ranging":[150],"lack":[152],"maintenance":[154],"inability":[157],"produce":[159],"functional":[160],"output":[161],"with":[164],"known":[165],"vulnerabilities.":[166],"close":[168],"offering":[170],"suggestions":[171],"on":[172],"successfully":[178],"move":[179],"forward.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":19},{"year":2017,"cited_by_count":8}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2016-10-28T00:00:00"}
