{"id":"https://openalex.org/W2988335058","doi":"https://doi.org/10.1109/wcncw.2019.8902627","title":"Android Malware Detection Based on System Calls Analysis and CNN Classification","display_name":"Android Malware Detection Based on System Calls Analysis and CNN Classification","publication_year":2019,"publication_date":"2019-04-01","ids":{"openalex":"https://openalex.org/W2988335058","doi":"https://doi.org/10.1109/wcncw.2019.8902627","mag":"2988335058"},"language":"en","primary_location":{"id":"doi:10.1109/wcncw.2019.8902627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcncw.2019.8902627","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Wireless Communications and Networking Conference Workshop (WCNCW)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5003834216","display_name":"Abada Abderrahmane","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149016","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Informatique","ror":"https://ror.org/04dj1dn66","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210149016"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Abada Abderrahmane","raw_affiliation_strings":["Ecole nationale Sup\u00e9rieure d\u2019Informatique, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole nationale Sup\u00e9rieure d\u2019Informatique, Algiers, Algeria","institution_ids":["https://openalex.org/I4210149016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044972525","display_name":"Adnane Guettaf","orcid":"https://orcid.org/0000-0002-6100-2662"},"institutions":[{"id":"https://openalex.org/I4210149016","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Informatique","ror":"https://ror.org/04dj1dn66","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210149016"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Guettaf Adnane","raw_affiliation_strings":["Ecole nationale Sup\u00e9rieure d\u2019Informatique, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole nationale Sup\u00e9rieure d\u2019Informatique, Algiers, Algeria","institution_ids":["https://openalex.org/I4210149016"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Challal Yacine","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149016","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Informatique","ror":"https://ror.org/04dj1dn66","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210149016"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Challal Yacine","raw_affiliation_strings":["Ecole nationale Sup\u00e9rieure d\u2019Informatique, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole nationale Sup\u00e9rieure d\u2019Informatique, Algiers, Algeria","institution_ids":["https://openalex.org/I4210149016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056441565","display_name":"Khireddine Garri","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149016","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Informatique","ror":"https://ror.org/04dj1dn66","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210149016"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Garri Khireddine","raw_affiliation_strings":["Institut Nationale de Criminalistique et de Criminologie de la Gendarmerie Nationale, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Nationale de Criminalistique et de Criminologie de la Gendarmerie Nationale, Algiers, Algeria","institution_ids":["https://openalex.org/I4210149016"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210149016"],"apc_list":null,"apc_paid":null,"fwci":1.3381,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.81373423,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9848999977111816,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.946399986743927,"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":0.8351960182189941},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.7616375684738159},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.5172989368438721},{"id":"https://openalex.org/keywords/cryptovirology","display_name":"Cryptovirology","score":0.4659954309463501},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.44614356756210327},{"id":"https://openalex.org/keywords/firmware","display_name":"Firmware","score":0.4432186484336853},{"id":"https://openalex.org/keywords/phone","display_name":"Phone","score":0.414511114358902},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3195083737373352},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3027499318122864},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2616773843765259}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8351960182189941},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.7616375684738159},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.5172989368438721},{"id":"https://openalex.org/C84525096","wikidata":"https://www.wikidata.org/wiki/Q3506050","display_name":"Cryptovirology","level":3,"score":0.4659954309463501},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.44614356756210327},{"id":"https://openalex.org/C67212190","wikidata":"https://www.wikidata.org/wiki/Q104851","display_name":"Firmware","level":2,"score":0.4432186484336853},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.414511114358902},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3195083737373352},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3027499318122864},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2616773843765259},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcncw.2019.8902627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcncw.2019.8902627","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Wireless Communications and Networking Conference Workshop (WCNCW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4699999988079071,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W7469215","https://openalex.org/W1665214252","https://openalex.org/W1865564993","https://openalex.org/W1943233084","https://openalex.org/W1968592516","https://openalex.org/W1971711832","https://openalex.org/W1990471574","https://openalex.org/W1990649188","https://openalex.org/W1997201541","https://openalex.org/W2033811191","https://openalex.org/W2041276426","https://openalex.org/W2060692877","https://openalex.org/W2068583268","https://openalex.org/W2106349977","https://openalex.org/W2127723417","https://openalex.org/W2130735345","https://openalex.org/W2151461670","https://openalex.org/W2164539435","https://openalex.org/W2166743230","https://openalex.org/W2168347639","https://openalex.org/W2168649891","https://openalex.org/W2318851192","https://openalex.org/W2399891510","https://openalex.org/W2414963613","https://openalex.org/W2533311740","https://openalex.org/W2547965383","https://openalex.org/W2557513839","https://openalex.org/W2571682498","https://openalex.org/W2578872801","https://openalex.org/W2787894218","https://openalex.org/W2963003683","https://openalex.org/W3098623025","https://openalex.org/W4244726870","https://openalex.org/W4299874397","https://openalex.org/W6600298045","https://openalex.org/W6637242042","https://openalex.org/W6639024520","https://openalex.org/W6640563219","https://openalex.org/W6682449049","https://openalex.org/W6712192629","https://openalex.org/W6716057514","https://openalex.org/W6730629760","https://openalex.org/W6732092653"],"related_works":["https://openalex.org/W4249009605","https://openalex.org/W2900526031","https://openalex.org/W4256304280","https://openalex.org/W2395100307","https://openalex.org/W3183826413","https://openalex.org/W4243179955","https://openalex.org/W2968504645","https://openalex.org/W3205001643","https://openalex.org/W4249118297","https://openalex.org/W2717179875"],"abstract_inverted_index":{"Android":[0],"is":[1,204],"the":[2,9,39,57,62,130,175,184,195,227,244,257],"most":[3],"used":[4,26,191,217],"mobile":[5],"operating":[6],"system":[7,171,239],"in":[8,17,67,251],"world":[10],"with":[11,162],"two":[12],"billion":[13],"monthly":[14],"active":[15],"users":[16],"May":[18],"2017":[19],"[1].":[20],"Provided":[21],"by":[22,174],"Google,":[23],"to":[24,91,116,133,153,183,192,243],"be":[25,134,142,158,190],"on":[27],"a":[28,42,64,82,92,125,135,145,149,163,166,218,247],"multitude":[29,53],"of":[30,41,44,54,94,105,111,129,137,165,237,259],"smartphones,":[31],"tablets":[32],"and":[33,60,113,151,160,181,206,215,224,241,254],"other":[34],"connected":[35],"objects.":[36],"It":[37,156],"allows":[38],"installation":[40],"variety":[43],"applications":[45,55,131,197],"for":[46,86,100,221],"messaging,":[47],"calling,":[48],"news":[49],"or":[50,108,115,200],"video":[51],"games.This":[52],"facilitate":[56],"user\u2019s":[58],"life":[59],"make":[61],"device":[63],"database":[65,211],"rich":[66],"personal":[68,106,118],"information":[69,84,107],"such":[70],"as":[71,81],"phone":[72],"number,":[73],"emails,":[74],"messages,":[75,103],"confidential":[76],"correspondence,":[77],"etc.,":[78],"serving":[79],"also":[80],"good":[83],"repository":[85],"hackers.":[87],"This":[88,202],"gives":[89],"rise":[90],"wave":[93],"malignity,":[95],"using":[96,208],"suspicious":[97],"applications,":[98],"usually":[99],"profit":[101],"(surcharged":[102],"sale":[104],"even":[109],"tools":[110],"pressure":[112],"threat),":[114],"satisfy":[117],"desires":[119],"(curiosity,":[120],"vandalism":[121],"\u2026).Our":[122],"solution":[123],"proposes":[124],"behavioral":[126],"dynamic":[127],"analysis":[128],"likely":[132],"source":[136],"malignancy.":[138],"The":[139],"application":[140],"will":[141,157,189],"sent":[143],"towards":[144],"distant":[146],"server":[147],"through":[148],"user-friendly":[150],"simple":[152],"use":[154],"interface.":[155],"installed":[159],"executed":[161],"simulation":[164],"human":[167],"use.":[168],"After":[169],"execution,":[170],"calls":[172,240],"generated":[173],"Linux":[176],"kernel":[177],"are":[178,198],"collected,":[179],"processed,":[180],"provided":[182],"neural":[185,219],"network":[186,220],"model":[187,203],"that":[188],"predict":[193],"whether":[194],"analyzed":[196],"malware":[199],"goodware.":[201],"built":[205],"refined":[207],"an":[209],"APK":[210],"varied":[212],"between":[213],"goodware":[214],"malware.We":[216],"automatic":[222],"learning,":[223],"more":[225],"precisely":[226],"Convolutional":[228],"Neural":[229],"Network":[230],"(CNN).":[231],"Our":[232],"method":[233],"uses":[234],"matrix":[235],"representation":[236,250],"collected":[238],"input":[242],"CNN":[245],"model,":[246],"less":[248],"expensive":[249],"memory":[252],"space":[253],"therefore":[255],"accelerate":[256],"process":[258],"learning.":[260]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}