{"id":"https://openalex.org/W2594206166","doi":"https://doi.org/10.1007/s40595-017-0095-3","title":"Computational intelligence anti-malware framework for android OS","display_name":"Computational intelligence anti-malware framework for android OS","publication_year":2017,"publication_date":"2017-02-28","ids":{"openalex":"https://openalex.org/W2594206166","doi":"https://doi.org/10.1007/s40595-017-0095-3","mag":"2594206166"},"language":"en","primary_location":{"id":"doi:10.1007/s40595-017-0095-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40595-017-0095-3","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs40595-017-0095-3.pdf","source":{"id":"https://openalex.org/S2486636169","display_name":"Vietnam Journal of Computer Science","issn_l":"2196-8888","issn":["2196-8888","2196-8896"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vietnam Journal of Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://link.springer.com/content/pdf/10.1007%2Fs40595-017-0095-3.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064140827","display_name":"Konstantinos Demertzis","orcid":"https://orcid.org/0000-0003-1330-5228"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Konstantinos Demertzis","raw_affiliation_strings":["Lab of Forest-Environmental Informatics and Computational Intelligence, Democritus University of Thrace, 193 Pandazidou st., 68200, N.Orestiada, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lab of Forest-Environmental Informatics and Computational Intelligence, Democritus University of Thrace, 193 Pandazidou st., 68200, N.Orestiada, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006295664","display_name":"Lazaros Alexios Iliadis","orcid":"https://orcid.org/0000-0001-8090-1519"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Lazaros Iliadis","raw_affiliation_strings":["Lab of Forest-Environmental Informatics and Computational Intelligence, Democritus University of Thrace, 193 Pandazidou st., 68200, N.Orestiada, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lab of Forest-Environmental Informatics and Computational Intelligence, Democritus University of Thrace, 193 Pandazidou st., 68200, N.Orestiada, Greece","institution_ids":["https://openalex.org/I147962203"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5064140827"],"corresponding_institution_ids":["https://openalex.org/I147962203"],"apc_list":null,"apc_paid":null,"fwci":2.7402,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.91248146,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"4","issue":"4","first_page":"245","last_page":"259"},"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":0.9991999864578247,"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":0.9908000230789185,"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":0.7757607698440552},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.6736161708831787},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.6620376706123352},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.5778699517250061},{"id":"https://openalex.org/keywords/android-malware","display_name":"Android malware","score":0.5082876086235046},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3662058413028717},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.34704941511154175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32794150710105896}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7757607698440552},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.6736161708831787},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.6620376706123352},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.5778699517250061},{"id":"https://openalex.org/C2989133298","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android malware","level":3,"score":0.5082876086235046},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3662058413028717},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.34704941511154175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32794150710105896}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40595-017-0095-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40595-017-0095-3","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs40595-017-0095-3.pdf","source":{"id":"https://openalex.org/S2486636169","display_name":"Vietnam Journal of Computer Science","issn_l":"2196-8888","issn":["2196-8888","2196-8896"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vietnam Journal of Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02155877v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02155877","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Vietnam journal of computer science, 2017, 4 (4), pp.245-259. &#x27E8;10.1007/s40595-017-0095-3&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s40595-017-0095-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40595-017-0095-3","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs40595-017-0095-3.pdf","source":{"id":"https://openalex.org/S2486636169","display_name":"Vietnam Journal of Computer Science","issn_l":"2196-8888","issn":["2196-8888","2196-8896"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vietnam Journal of Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320337632","display_name":"U.S. Military Academy","ror":"https://ror.org/01jepya76"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2594206166.pdf","grobid_xml":"https://content.openalex.org/works/W2594206166.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W7469215","https://openalex.org/W31566076","https://openalex.org/W80155331","https://openalex.org/W138886706","https://openalex.org/W331198973","https://openalex.org/W746053470","https://openalex.org/W1523098686","https://openalex.org/W1542162318","https://openalex.org/W1567366855","https://openalex.org/W1577962539","https://openalex.org/W1579155438","https://openalex.org/W1970016135","https://openalex.org/W1990649188","https://openalex.org/W1994588724","https://openalex.org/W2002278076","https://openalex.org/W2024071684","https://openalex.org/W2026875669","https://openalex.org/W2061065224","https://openalex.org/W2075798023","https://openalex.org/W2075822951","https://openalex.org/W2079842810","https://openalex.org/W2083965867","https://openalex.org/W2088175567","https://openalex.org/W2089652478","https://openalex.org/W2101834106","https://openalex.org/W2105596342","https://openalex.org/W2111072639","https://openalex.org/W2125523891","https://openalex.org/W2126047957","https://openalex.org/W2133473417","https://openalex.org/W2138644293","https://openalex.org/W2140396831","https://openalex.org/W2143305710","https://openalex.org/W2150423658","https://openalex.org/W2158054309","https://openalex.org/W2161769853","https://openalex.org/W2162181963","https://openalex.org/W2170916850","https://openalex.org/W2184867197","https://openalex.org/W2228337304","https://openalex.org/W2257171480","https://openalex.org/W2258615064","https://openalex.org/W2269669958","https://openalex.org/W2311417940","https://openalex.org/W2345862909","https://openalex.org/W2403731474","https://openalex.org/W2471415636","https://openalex.org/W2487710511","https://openalex.org/W2528493629","https://openalex.org/W2546365070","https://openalex.org/W6600599800"],"related_works":["https://openalex.org/W2782775281","https://openalex.org/W2560361988","https://openalex.org/W2507113366","https://openalex.org/W2591124010","https://openalex.org/W3200508744","https://openalex.org/W4311848503","https://openalex.org/W3025122950","https://openalex.org/W2895504842","https://openalex.org/W2717179875","https://openalex.org/W4249118297"],"abstract_inverted_index":{"It":[0,56,117],"is":[1,43,87,110,128,170,181,208,220,228],"a":[2,53],"fact":[3],"that":[4],"more":[5,7],"and":[6,31,48,65,113,125,146,237],"users":[8],"are":[9,197],"adopting":[10],"the":[11,63,69,91,95,100,103,120,138,148,164,171,174,182,190,211,214,221,241,244],"online":[12,223,245],"digital":[13],"payment":[14],"systems":[15],"via":[16],"mobile":[17],"devices":[18],"for":[19,52,154,163],"everyday":[20],"use.":[21],"This":[22,86,97],"attracts":[23],"powerful":[24],"gangs":[25],"of":[26,35,62,78,94,102,137,150,177,193,213,230,243],"cybercriminals,":[27],"which":[28,83,109,169,186,227],"use":[29,242],"sophisticated":[30],"highly":[32],"intelligent":[33],"types":[34],"malware":[36,232],"to":[37,45,49,58,66,82,89],"broaden":[38],"their":[39],"attacks.":[40],"Malicious":[41],"software":[42],"designed":[44],"run":[46],"quietly":[47],"remain":[50],"unsolved":[51],"long":[54],"time.":[55],"manages":[57],"take":[59],"full":[60],"control":[61],"device":[64],"communicate":[67],"(via":[68],"Tor":[70,222,234],"network)":[71],"with":[72,240],"its":[73,126,144],"Command":[74],"&":[75],"Control":[76],"servers":[77],"fast-flux":[79],"botnets\u2019":[80],"networks":[81],"it":[84],"belongs.":[85],"done":[88,209],"achieve":[90],"malicious":[92,200],"objectives":[93],"botmasters.":[96],"paper":[98],"proposes":[99],"development":[101],"computational":[104,132],"intelligence":[105,133],"anti-malware":[106,184],"framework":[107],"(CIantiMF)":[108],"innovative,":[111],"ultra-fast":[112],"has":[114],"low":[115],"requirements.":[116],"runs":[118],"under":[119],"android":[121,139,195],"operating":[122],"system":[123],"(OS)":[124],"reasoning":[127],"based":[129,142],"on":[130,143,147],"advanced":[131,160],"approaches.":[134],"The":[135,156,179,206,218],"selection":[136],"OS":[140],"was":[141],"popularity":[145],"number":[149],"critical":[151],"applications":[152],"available":[153],"it.":[155],"CIantiMF":[157],"uses":[158],"two":[159],"technology":[161],"extensions":[162],"ART":[165],"java":[166,191],"virtual":[167],"machine":[168,249],"default":[172],"in":[173],"recent":[175],"versions":[176],"android.":[178],"first":[180],"smart":[183],"extension,":[185,226],"can":[187],"recognize":[188],"whether":[189],"classes":[192],"an":[194,202],"application":[196],"benign":[198],"or":[199],"using":[201],"optimized":[203],"multi-layer":[204],"perceptron.":[205],"optimization":[207],"by":[210],"employment":[212],"biogeography-based":[215],"optimizer":[216],"algorithm.":[217,250],"second":[219],"traffic":[224,235],"identification":[225,236],"capable":[229],"achieving":[231],"localization,":[233],"botnets":[238],"prohibition,":[239],"sequential":[246],"extreme":[247],"learning":[248]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}
