{"id":"https://openalex.org/W2562302636","doi":"https://doi.org/10.1007/978-3-319-51966-1_1","title":"MalProfiler: Automatic and Effective Classification of Android Malicious Apps in Behavioral Classes","display_name":"MalProfiler: Automatic and Effective Classification of Android Malicious Apps in Behavioral Classes","publication_year":2016,"publication_date":"2016-12-28","ids":{"openalex":"https://openalex.org/W2562302636","doi":"https://doi.org/10.1007/978-3-319-51966-1_1","mag":"2562302636"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-51966-1_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-51966-1_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://puma.isti.cnr.it/dfdownloadnew.php?ident=cnr.iit/cnr.iit/2016-A2-048","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089982076","display_name":"Antonio Marra","orcid":"https://orcid.org/0000-0002-7310-7824"},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Antonio La Marra","raw_affiliation_strings":["Istituto di Informatica e Telematica, Consiglio Nazionale delle ricerche, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Istituto di Informatica e Telematica, Consiglio Nazionale delle ricerche, Pisa, Italy","institution_ids":["https://openalex.org/I4210130157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101546784","display_name":"Fabio Martinelli","orcid":"https://orcid.org/0000-0002-6721-9395"},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Martinelli","raw_affiliation_strings":["Istituto di Informatica e Telematica, Consiglio Nazionale delle ricerche, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Istituto di Informatica e Telematica, Consiglio Nazionale delle ricerche, Pisa, Italy","institution_ids":["https://openalex.org/I4210130157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043827499","display_name":"Andrea Saracino","orcid":"https://orcid.org/0000-0001-8149-9322"},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Saracino","raw_affiliation_strings":["Istituto di Informatica e Telematica, Consiglio Nazionale delle ricerche, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Istituto di Informatica e Telematica, Consiglio Nazionale delle ricerche, Pisa, Italy","institution_ids":["https://openalex.org/I4210130157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014715753","display_name":"Mina Sheikhalishahi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mina Sheikhalishahi","raw_affiliation_strings":["Istituto di Informatica e Telematica, Consiglio Nazionale delle ricerche, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Istituto di Informatica e Telematica, Consiglio Nazionale delle ricerche, Pisa, Italy","institution_ids":["https://openalex.org/I4210130157"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5089982076"],"corresponding_institution_ids":["https://openalex.org/I4210130157"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":0.7814,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74317549,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"19"},"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":0.9890999794006348,"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":0.9850000143051147,"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/computer-science","display_name":"Computer science","score":0.8145651817321777},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.700326681137085},{"id":"https://openalex.org/keywords/android-application","display_name":"Android application","score":0.4825103282928467},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.4520617723464966},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.39930805563926697},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.39033377170562744},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35493752360343933},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.33058643341064453}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8145651817321777},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.700326681137085},{"id":"https://openalex.org/C3017891749","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android application","level":3,"score":0.4825103282928467},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4520617723464966},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.39930805563926697},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.39033377170562744},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35493752360343933},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33058643341064453}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-51966-1_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-51966-1_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:pumaoai.isti.cnr.it:cnr.iit/cnr.iit/2016-A2-048","is_oa":true,"landing_page_url":"http://puma.isti.cnr.it/dfdownloadnew.php?ident=cnr.iit/cnr.iit/2016-A2-048","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:pumaoai.isti.cnr.it:cnr.iit/cnr.iit/2016-A2-048","is_oa":true,"landing_page_url":"http://puma.isti.cnr.it/dfdownloadnew.php?ident=cnr.iit/cnr.iit/2016-A2-048","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W7469215","https://openalex.org/W1513366687","https://openalex.org/W1910686388","https://openalex.org/W1947535385","https://openalex.org/W1974131586","https://openalex.org/W2072240081","https://openalex.org/W2097994458","https://openalex.org/W2098515641","https://openalex.org/W2114275288","https://openalex.org/W2122672392","https://openalex.org/W2125011234","https://openalex.org/W2140190241","https://openalex.org/W2149706766","https://openalex.org/W2168103835","https://openalex.org/W2248729856","https://openalex.org/W2295324252","https://openalex.org/W2324464293","https://openalex.org/W2400277410"],"related_works":["https://openalex.org/W1565885216","https://openalex.org/W327645657","https://openalex.org/W4229710179","https://openalex.org/W4298063370","https://openalex.org/W2482892055","https://openalex.org/W2965382761","https://openalex.org/W4299620683","https://openalex.org/W2464350861","https://openalex.org/W3092209205","https://openalex.org/W4253505977"],"abstract_inverted_index":{"Android":[0,54],"malicious":[1,55,111,135,163],"apps":[2,112,136,164],"are":[3],"currently":[4],"the":[5,59,99],"main":[6],"security":[7],"threat":[8],"for":[9,94,113],"mobile":[10],"devices.":[11],"Due":[12],"to":[13,24,32,104,117,138,166],"their":[14,167],"exponential":[15],"growth":[16],"in":[17,120,161],"number":[18],"of":[19,53,61,64,132,159],"samples,":[20],"it":[21],"is":[22],"vital":[23],"timely":[25],"recognize":[26],"and":[27,34,50,116,152],"classify":[28,118],"any":[29],"new":[30],"threat,":[31],"identify":[33],"effectively":[35],"apply":[36],"specific":[37],"countermeasures.":[38],"In":[39],"this":[40],"paper":[41],"we":[42],"propose":[43],"MalProfiler,":[44],"a":[45,62,85,91,130],"framework":[46],"which":[47,79],"performs":[48],"fast":[49],"effective":[51],"analysis":[52,60],"apps,":[56],"based":[57],"on":[58,129],"set":[63,131],"static":[65],"app":[66],"features.":[67],"The":[68,124],"proposed":[69],"approach":[70,125],"exploits":[71],"an":[72,145,157],"algorithm":[73],"named":[74],"Categorical":[75],"Clustering":[76],"Tree":[77],"(CCTree),":[78],"can":[80],"be":[81],"used":[82],"both":[83,106,144],"as":[84,90],"divisive":[86],"clustering":[87,147],"algorithm,":[88],"or":[89],"trainable":[92],"classifier":[93],"supervised":[95],"learning":[96],"classification.":[97],"Hence,":[98],"CCTree":[100],"has":[101,126],"been":[102,127],"exploited":[103],"perform":[105],"homogeneous":[107],"clustering,":[108],"grouping":[109],"similar":[110],"simplified":[114],"analysis,":[115],"them":[119],"predefined":[121],"behavioral":[122],"classes.":[123],"tested":[128],"3500":[133],"real":[134],"belonging":[137],"more":[139],"than":[140],"200":[141],"families,":[142],"showing":[143],"high":[146],"capability,":[148],"measured":[149],"through":[150],"internal":[151],"external":[153],"evaluation,":[154],"together":[155],"with":[156],"accuracy":[158],"97%":[160],"classifying":[162],"according":[165],"behavior.":[168]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
