{"id":"https://openalex.org/W4383334283","doi":"https://doi.org/10.1109/mitp.2023.3264509","title":"Malware Detection and Classification Based on Graph Convolutional Networks and Function Call Graphs","display_name":"Malware Detection and Classification Based on Graph Convolutional Networks and Function Call Graphs","publication_year":2023,"publication_date":"2023-05-01","ids":{"openalex":"https://openalex.org/W4383334283","doi":"https://doi.org/10.1109/mitp.2023.3264509"},"language":"en","primary_location":{"id":"doi:10.1109/mitp.2023.3264509","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mitp.2023.3264509","pdf_url":null,"source":{"id":"https://openalex.org/S86192639","display_name":"IT Professional","issn_l":"1520-9202","issn":["1520-9202","1941-045X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IT Professional","raw_type":"journal-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/A5045387830","display_name":"Hsiang\u2010Yu Chuang","orcid":null},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsiang-Yu Chuang","raw_affiliation_strings":["National Taiwan University of Science and Technology, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091813828","display_name":"Jiann-Liang Chen","orcid":"https://orcid.org/0000-0003-0400-5514"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jiann-Liang Chen","raw_affiliation_strings":["National Taiwan University of Science and Technology, Taipei, Taiwan"],"raw_orcid":"https://orcid.org/0000-0003-0400-5514","affiliations":[{"raw_affiliation_string":"National Taiwan University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069136895","display_name":"Yi\u2010Wei Ma","orcid":"https://orcid.org/0000-0002-3279-6918"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Wei Ma","raw_affiliation_strings":["National Taiwan University of Science and Technology, Taipei, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-3279-6918","affiliations":[{"raw_affiliation_string":"National Taiwan University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I154864474"],"apc_list":null,"apc_paid":null,"fwci":0.6959,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67463838,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"25","issue":"3","first_page":"43","last_page":"53"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9952999949455261,"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/T10734","display_name":"Information and Cyber Security","score":0.964900016784668,"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/malware","display_name":"Malware","score":0.9336476922035217},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8308252096176147},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.48605209589004517},{"id":"https://openalex.org/keywords/call-graph","display_name":"Call graph","score":0.4827667772769928},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4713537096977234},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.4688136577606201},{"id":"https://openalex.org/keywords/system-call","display_name":"System call","score":0.4642859697341919},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.44071581959724426},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.38732364773750305},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37010622024536133},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36320385336875916},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3472331166267395},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1930069625377655},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.16823014616966248}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9336476922035217},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8308252096176147},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.48605209589004517},{"id":"https://openalex.org/C102379954","wikidata":"https://www.wikidata.org/wiki/Q2589940","display_name":"Call graph","level":2,"score":0.4827667772769928},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4713537096977234},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.4688136577606201},{"id":"https://openalex.org/C2778579508","wikidata":"https://www.wikidata.org/wiki/Q722192","display_name":"System call","level":2,"score":0.4642859697341919},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.44071581959724426},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.38732364773750305},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37010622024536133},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36320385336875916},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3472331166267395},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1930069625377655},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.16823014616966248},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mitp.2023.3264509","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mitp.2023.3264509","pdf_url":null,"source":{"id":"https://openalex.org/S86192639","display_name":"IT Professional","issn_l":"1520-9202","issn":["1520-9202","1941-045X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IT Professional","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W168564468","https://openalex.org/W1549130775","https://openalex.org/W1979260289","https://openalex.org/W2168154523","https://openalex.org/W2581313255","https://openalex.org/W2761652379","https://openalex.org/W2889100747","https://openalex.org/W2889384500","https://openalex.org/W2901287935","https://openalex.org/W2902209387","https://openalex.org/W2993852904","https://openalex.org/W2998074434","https://openalex.org/W3004280948","https://openalex.org/W3008497156","https://openalex.org/W3120554811","https://openalex.org/W3144995534","https://openalex.org/W3189794512","https://openalex.org/W3195121218","https://openalex.org/W4205306394"],"related_works":["https://openalex.org/W2439951656","https://openalex.org/W1998188341","https://openalex.org/W1573526548","https://openalex.org/W4360982091","https://openalex.org/W3176864451","https://openalex.org/W2053632570","https://openalex.org/W2187910102","https://openalex.org/W2128507946","https://openalex.org/W4389341938","https://openalex.org/W4254552916"],"abstract_inverted_index":{"New":[0],"types":[1],"and":[2,8,15,32,42,60,95,119,127,130,133,141],"variants":[3],"of":[4,22,49,69,99,106,121,135],"malware":[5,13,30,50,70,107],"are":[6,81,125,139,146],"constantly":[7],"rapidly":[9],"being":[10],"developed.":[11],"Identifying":[12],"effectively":[14],"quickly":[16],"has":[17],"become":[18],"a":[19,29,63],"primary":[20],"goal":[21],"information":[23],"security":[24],"analysts.":[25],"This":[26],"study":[27],"proposes":[28],"detection":[31,123],"classification":[33,137],"model":[34,124,138],"that":[35,65,80,116],"is":[36,108],"based":[37],"on":[38],"graphical":[39],"convolutional":[40],"networks":[41],"function":[43,58],"call":[44,89],"graphs.":[45],"Analyzing":[46],"the":[47,55,67,75,84,88,96,104,117,122,131,136],"behavior":[48,68,105],"executions":[51],"through":[52],"sandboxes":[53],"yields":[54],"association":[56],"between":[57,91],"calls":[59],"functions,":[61],"enabling":[62],"graph":[64],"represents":[66],"to":[71],"be":[72],"constructed.":[73],"Using":[74],"application":[76],"programming":[77],"interfaces":[78],"(APIs)":[79],"called":[82],"by":[83,110],"software":[85],"as":[86,93,101],"nodes,":[87],"relationships":[90],"APIs":[92,100],"edges,":[94],"underlying":[97],"semantics":[98],"node":[102],"features,":[103],"obtained":[109],"subgraph":[111],"integration.":[112],"The":[113],"results":[114,145],"show":[115],"accuracy":[118,132],"precision":[120,134],"0.945":[126],"0.95,":[128],"respectively,":[129],"0.926":[140],"0.93,":[142],"respectively.":[143],"These":[144],"better":[147],"than":[148],"those":[149],"for":[150],"previously":[151],"developed":[152],"methods.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
