{"id":"https://openalex.org/W2619422284","doi":"https://doi.org/10.1145/3019612.3019793","title":"R-PackDroid","display_name":"R-PackDroid","publication_year":2017,"publication_date":"2017-04-03","ids":{"openalex":"https://openalex.org/W2619422284","doi":"https://doi.org/10.1145/3019612.3019793","mag":"2619422284"},"language":"en","primary_location":{"id":"doi:10.1145/3019612.3019793","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3019612.3019793","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Symposium on Applied Computing","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/A5051452548","display_name":"Davide Maiorca","orcid":"https://orcid.org/0000-0003-2640-4663"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Davide Maiorca","raw_affiliation_strings":["University of Cagliari, Cagliari, Italy"],"affiliations":[{"raw_affiliation_string":"University of Cagliari, Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023695406","display_name":"Francesco Mercaldo","orcid":"https://orcid.org/0000-0002-9425-1657"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Mercaldo","raw_affiliation_strings":["National Research Council, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"National Research Council, Pisa, Italy","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075367917","display_name":"Giorgio Giacinto","orcid":"https://orcid.org/0000-0002-5759-3017"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giorgio Giacinto","raw_affiliation_strings":["University of Cagliari, Cagliari, Italy"],"affiliations":[{"raw_affiliation_string":"University of Cagliari, Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048951071","display_name":"Corrado Aaron Visaggio","orcid":"https://orcid.org/0000-0002-0558-4450"},"institutions":[{"id":"https://openalex.org/I16337185","display_name":"University of Sannio","ror":"https://ror.org/04vc81p87","country_code":"IT","type":"education","lineage":["https://openalex.org/I16337185"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Corrado Aaron Visaggio","raw_affiliation_strings":["University of Sannio, Benevento, Italy"],"affiliations":[{"raw_affiliation_string":"University of Sannio, Benevento, Italy","institution_ids":["https://openalex.org/I16337185"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101546784","display_name":"Fabio Martinelli","orcid":"https://orcid.org/0000-0002-6721-9395"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Martinelli","raw_affiliation_strings":["National Research Council, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"National Research Council, Pisa, Italy","institution_ids":["https://openalex.org/I4210155236"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5051452548"],"corresponding_institution_ids":["https://openalex.org/I172446870"],"apc_list":null,"apc_paid":null,"fwci":8.7848,"has_fulltext":false,"cited_by_count":102,"citation_normalized_percentile":{"value":0.98427995,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1718","last_page":"1723"},"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":0.9819999933242798,"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":0.9812999963760376,"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/ransomware","display_name":"Ransomware","score":0.9566643238067627},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7692596912384033},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.7624325156211853},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.7527190446853638},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.6002265810966492},{"id":"https://openalex.org/keywords/android-malware","display_name":"Android malware","score":0.5029494166374207},{"id":"https://openalex.org/keywords/malware-analysis","display_name":"Malware analysis","score":0.4652441740036011},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.4534771740436554},{"id":"https://openalex.org/keywords/mobile-malware","display_name":"Mobile malware","score":0.42510709166526794},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3907736837863922},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2678857743740082},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2416830062866211}],"concepts":[{"id":"https://openalex.org/C2777667771","wikidata":"https://www.wikidata.org/wiki/Q926331","display_name":"Ransomware","level":3,"score":0.9566643238067627},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7692596912384033},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.7624325156211853},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.7527190446853638},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.6002265810966492},{"id":"https://openalex.org/C2989133298","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android malware","level":3,"score":0.5029494166374207},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.4652441740036011},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.4534771740436554},{"id":"https://openalex.org/C2780967490","wikidata":"https://www.wikidata.org/wiki/Q1291200","display_name":"Mobile malware","level":3,"score":0.42510709166526794},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3907736837863922},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2678857743740082},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2416830062866211}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3019612.3019793","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3019612.3019793","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Symposium on Applied Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unica.it:11584/215315","is_oa":false,"landing_page_url":"http://hdl.handle.net/11584/215315","pdf_url":null,"source":{"id":"https://openalex.org/S4377196293","display_name":"UNICA IRIS Institutional Research Information System (University of Cagliari)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172446870","host_organization_name":"University of Cagliari","host_organization_lineage":["https://openalex.org/I172446870"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7799999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W97539848","https://openalex.org/W2070386561","https://openalex.org/W2122672392","https://openalex.org/W2125011234","https://openalex.org/W2167003418","https://openalex.org/W2220697891","https://openalex.org/W2290781924","https://openalex.org/W2296579688","https://openalex.org/W2300394474","https://openalex.org/W2347019181","https://openalex.org/W2350778671","https://openalex.org/W6603957951","https://openalex.org/W7001192717"],"related_works":["https://openalex.org/W2311926078","https://openalex.org/W2717179875","https://openalex.org/W4249118297","https://openalex.org/W3200508744","https://openalex.org/W4312234627","https://openalex.org/W2895504842","https://openalex.org/W2067547021","https://openalex.org/W2968504645","https://openalex.org/W2810666735","https://openalex.org/W3094075961"],"abstract_inverted_index":{"Ransomware":[0],"has":[1],"become":[2],"a":[3,22],"serious":[4],"and":[5,11,77],"concrete":[6],"threat":[7],"for":[8,14,26,126],"mobile":[9],"platforms":[10],"in":[12],"particular":[13],"Android.":[15],"In":[16,108],"this":[17,109],"paper,":[18],"we":[19,36,89,111],"propose":[20],"R-PackDroid,":[21],"machine":[23],"learning":[24],"system":[25,41],"the":[27,57,105,127],"detection":[28],"of":[29,52,129],"Android":[30,75],"ransomware.":[31],"Differently":[32],"to":[33,46,73,78,92,114],"previous":[34],"works,":[35],"leverage":[37],"information":[38],"extracted":[39],"from":[40,81,119],"API":[42],"packages,":[43],"which":[44],"allow":[45],"characterize":[47],"applications":[48,94],"without":[49],"specific":[50],"knowledge":[51],"user-defined":[53],"content":[54],"such":[55],"as":[56,98],"application":[58],"language":[59],"or":[60],"strings.":[61],"Results":[62],"attained":[63],"on":[64],"very":[65,85,101],"recent":[66],"data":[67],"show":[68],"that":[69,95],"it":[70,80],"is":[71],"possible":[72],"detect":[74],"ransomware":[76,99,118],"distinguish":[79,116],"generic":[82],"malware":[83],"with":[84,100],"high":[86],"accuracy.":[87],"Moreover,":[88],"used":[90],"R-PackDroid":[91],"flag":[93],"were":[96,112],"detected":[97],"low":[102],"confidence":[103],"by":[104],"VirusTotal":[106],"service.":[107],"way,":[110],"able":[113],"correctly":[115],"true":[117],"false":[120],"positives,":[121],"thus":[122],"providing":[123],"valuable":[124],"help":[125],"analysis":[128],"these":[130],"malicious":[131],"applications.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":21},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":22},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2017-06-05T00:00:00"}
