{"id":"https://openalex.org/W2547965383","doi":"https://doi.org/10.1145/2993259.2993264","title":"Darwin: a static analysis dataset of malicious and benign Android apps","display_name":"Darwin: a static analysis dataset of malicious and benign Android apps","publication_year":2016,"publication_date":"2016-11-01","ids":{"openalex":"https://openalex.org/W2547965383","doi":"https://doi.org/10.1145/2993259.2993264","mag":"2547965383"},"language":"en","primary_location":{"id":"doi:10.1145/2993259.2993264","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2993259.2993264","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Workshop on App Market Analytics","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/A5052260794","display_name":"Nuthan Munaiah","orcid":"https://orcid.org/0000-0003-2071-664X"},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Nuthan Munaiah","raw_affiliation_strings":["Rochester Institute of Technology, USA"],"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology, USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056649267","display_name":"Casey Klimkowsky","orcid":null},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Casey Klimkowsky","raw_affiliation_strings":["Rochester Institute of Technology, USA"],"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology, USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041864612","display_name":"Shannon McRae","orcid":null},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shannon McRae","raw_affiliation_strings":["Rochester Institute of Technology, USA"],"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology, USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027336879","display_name":"Adam Blaine","orcid":null},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Blaine","raw_affiliation_strings":["Rochester Institute of Technology, USA"],"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology, USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012841049","display_name":"Samuel A. Malachowsky","orcid":"https://orcid.org/0000-0001-9229-4365"},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samuel A. Malachowsky","raw_affiliation_strings":["Rochester Institute of Technology, USA"],"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology, USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076790833","display_name":"Cesar A. Perez","orcid":null},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cesar Perez","raw_affiliation_strings":["Rochester Institute of Technology, USA"],"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology, USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034041554","display_name":"Daniel E. Krutz","orcid":"https://orcid.org/0000-0002-0310-3086"},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel E. Krutz","raw_affiliation_strings":["Rochester Institute of Technology, USA"],"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology, USA","institution_ids":["https://openalex.org/I155173764"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5052260794"],"corresponding_institution_ids":["https://openalex.org/I155173764"],"apc_list":null,"apc_paid":null,"fwci":1.5131,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.84172919,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"26","last_page":"29"},"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":0.9940000176429749,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.984499990940094,"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/android","display_name":"Android (operating system)","score":0.8354306221008301},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.7879283428192139},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7431401610374451},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.6510947346687317},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5115007162094116},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.49782252311706543},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4676940441131592},{"id":"https://openalex.org/keywords/app-store","display_name":"App store","score":0.45317935943603516},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.43123048543930054},{"id":"https://openalex.org/keywords/permission","display_name":"Permission","score":0.4205417335033417},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.22682011127471924},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12979301810264587}],"concepts":[{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.8354306221008301},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.7879283428192139},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7431401610374451},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.6510947346687317},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5115007162094116},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.49782252311706543},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4676940441131592},{"id":"https://openalex.org/C2779794324","wikidata":"https://www.wikidata.org/wiki/Q3814081","display_name":"App store","level":2,"score":0.45317935943603516},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.43123048543930054},{"id":"https://openalex.org/C2779089604","wikidata":"https://www.wikidata.org/wiki/Q7169333","display_name":"Permission","level":2,"score":0.4205417335033417},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.22682011127471924},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12979301810264587},{"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:10.1145/2993259.2993264","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2993259.2993264","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Workshop on App Market Analytics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1541063262","https://openalex.org/W2067995378","https://openalex.org/W2083342170","https://openalex.org/W2114275288","https://openalex.org/W2140095007","https://openalex.org/W2141554582","https://openalex.org/W2156744053","https://openalex.org/W2327092255","https://openalex.org/W2327231718","https://openalex.org/W2999585024"],"related_works":["https://openalex.org/W2316685381","https://openalex.org/W2717179875","https://openalex.org/W2056388267","https://openalex.org/W2249350383","https://openalex.org/W4210309948","https://openalex.org/W4249118297","https://openalex.org/W2755037920","https://openalex.org/W4388923452","https://openalex.org/W2072937473","https://openalex.org/W3211901564"],"abstract_inverted_index":{"The":[0,97],"Android":[1,12,61],"platform":[2],"comprises":[3],"the":[4,8,42,48,64,119,133,137],"vast":[5],"majority":[6],"of":[7,41,50,91,107,121,128,135],"mobile":[9],"market.":[10],"Unfortunately,":[11],"apps":[13,43,62,98],"are":[14],"not":[15],"immune":[16],"to":[17,32,87],"issues":[18],"that":[19],"plague":[20],"conventional":[21],"software":[22],"including":[23],"security":[24,94],"vulnerabilities,":[25],"bugs,":[26],"and":[27,57,93,103,114,124],"permission-based":[28],"problems.":[29],"In":[30],"order":[31],"address":[33],"these":[34,122],"issues,":[35],"we":[36,44,55],"need":[37],"a":[38,53,89,105,125],"better":[39],"understanding":[40],"use":[45],"everyday.":[46],"Over":[47],"course":[49],"more":[51],"than":[52],"year,":[54],"collected":[56,74],"reverse":[58],"engineered":[59],"64,868":[60],"from":[63,75],"Google":[65],"Play":[66],"store":[67],"as":[68,70],"well":[69],"1,669":[71],"malware":[72],"samples":[73],"several":[76,83],"sources.":[77],"Each":[78],"app":[79],"was":[80],"analyzed":[81],"using":[82],"static":[84],"analysis":[85],"tools":[86],"collect":[88],"variety":[90],"quality":[92],"related":[95],"information.":[96],"spanned":[99],"41":[100],"different":[101],"categories,":[102],"constituted":[104],"total":[106],"576,174":[108],"permissions,":[109],"39,780":[110],"unique":[111],"signing":[112],"keys":[113],"125,159":[115],"over-permissions.":[116],"We":[117],"present":[118],"dataset":[120,138],"apps,":[123],"sample":[126],"set":[127],"analytics,":[129],"on":[130],"our":[131],"website---http://darwin.rit.edu---with":[132],"option":[134],"downloading":[136],"for":[139],"offline":[140],"evaluation.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
