{"id":"https://openalex.org/W4200050214","doi":"https://doi.org/10.1145/3490725.3490733","title":"An Android Malware Detection and Malicious Code Location Method Based on Graph Neural Network","display_name":"An Android Malware Detection and Malicious Code Location Method Based on Graph Neural Network","publication_year":2021,"publication_date":"2021-09-17","ids":{"openalex":"https://openalex.org/W4200050214","doi":"https://doi.org/10.1145/3490725.3490733"},"language":"en","primary_location":{"id":"doi:10.1145/3490725.3490733","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3490725.3490733","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 The 4th International Conference on Machine Learning and Machine Intelligence","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/A5038058439","display_name":"Qing Wu","orcid":"https://orcid.org/0000-0002-6760-8817"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qing Wu","raw_affiliation_strings":["College of Computer, National University of Defense Technology, China"],"affiliations":[{"raw_affiliation_string":"College of Computer, National University of Defense Technology, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003997054","display_name":"Peng Sun","orcid":"https://orcid.org/0000-0002-2105-4636"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Sun","raw_affiliation_strings":["College of Computer, National University of Defense Technology, China"],"affiliations":[{"raw_affiliation_string":"College of Computer, National University of Defense Technology, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014465066","display_name":"Xueshu Hong","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueshu Hong","raw_affiliation_strings":["College of Computer, National University of Defense Technology, China"],"affiliations":[{"raw_affiliation_string":"College of Computer, National University of Defense Technology, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036322673","display_name":"Xueling Zhu","orcid":"https://orcid.org/0000-0001-9616-8219"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueling Zhu","raw_affiliation_strings":["College of Computer, National University of Defense Technology, China"],"affiliations":[{"raw_affiliation_string":"College of Computer, National University of Defense Technology, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100461596","display_name":"Bo Liu","orcid":"https://orcid.org/0000-0001-8140-2279"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Liu","raw_affiliation_strings":["College of Computer, National University of Defense Technology, China"],"affiliations":[{"raw_affiliation_string":"College of Computer, National University of Defense Technology, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5038058439"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":0.4571,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.63056119,"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":"50","last_page":"56"},"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":0.9857000112533569,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9584000110626221,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8191310167312622},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.7865819931030273},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.672119677066803},{"id":"https://openalex.org/keywords/call-graph","display_name":"Call graph","score":0.6027362942695618},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5667570233345032},{"id":"https://openalex.org/keywords/android-malware","display_name":"Android malware","score":0.5119291543960571},{"id":"https://openalex.org/keywords/system-call","display_name":"System call","score":0.46435976028442383},{"id":"https://openalex.org/keywords/machine-code","display_name":"Machine code","score":0.42848631739616394},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3593861162662506},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2980055510997772},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.21323731541633606}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8191310167312622},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.7865819931030273},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.672119677066803},{"id":"https://openalex.org/C102379954","wikidata":"https://www.wikidata.org/wiki/Q2589940","display_name":"Call graph","level":2,"score":0.6027362942695618},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5667570233345032},{"id":"https://openalex.org/C2989133298","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android malware","level":3,"score":0.5119291543960571},{"id":"https://openalex.org/C2778579508","wikidata":"https://www.wikidata.org/wiki/Q722192","display_name":"System call","level":2,"score":0.46435976028442383},{"id":"https://openalex.org/C115168132","wikidata":"https://www.wikidata.org/wiki/Q55813","display_name":"Machine code","level":3,"score":0.42848631739616394},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3593861162662506},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2980055510997772},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.21323731541633606},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3490725.3490733","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3490725.3490733","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 The 4th International Conference on Machine Learning and Machine Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W183494281","https://openalex.org/W1501856433","https://openalex.org/W1963923654","https://openalex.org/W1971497680","https://openalex.org/W1984008582","https://openalex.org/W2064038877","https://openalex.org/W2125011234","https://openalex.org/W2140095007","https://openalex.org/W2308726246","https://openalex.org/W2519887557","https://openalex.org/W2572070369","https://openalex.org/W2599823825","https://openalex.org/W2606250847","https://openalex.org/W2613948935","https://openalex.org/W2735043505","https://openalex.org/W2775172862","https://openalex.org/W2789683759","https://openalex.org/W2801786826","https://openalex.org/W2811313356","https://openalex.org/W2890756461","https://openalex.org/W2955308964","https://openalex.org/W2962117360","https://openalex.org/W2964015378","https://openalex.org/W3005273021","https://openalex.org/W3101708437","https://openalex.org/W4297733535"],"related_works":["https://openalex.org/W2782775281","https://openalex.org/W2439951656","https://openalex.org/W2560361988","https://openalex.org/W2507113366","https://openalex.org/W1998188341","https://openalex.org/W1573526548","https://openalex.org/W3025122950","https://openalex.org/W2311926078","https://openalex.org/W2968146306","https://openalex.org/W2890110856"],"abstract_inverted_index":{"In":[0,38],"recent":[1],"years,":[2],"enormously":[3],"Android":[4,11,83],"malware":[5,173],"poses":[6],"a":[7,21,69,90],"significant":[8],"threat":[9],"to":[10,76,118,134,139,153],"platform":[12],"security.":[13],"To":[14],"detect":[15],"malicious":[16,30,48,64,78,94,107,137,151,156,165,181],"applications,":[17,169],"researchers":[18],"have":[19],"done":[20],"lot":[22],"of":[23,63,163,172,180],"work,":[24],"in":[25,81,109,122],"which":[26],"finding":[27],"and":[28,50,73,88,106,143,166,177,187,195],"locating":[29],"code":[31,95,105,141,157,182],"segments":[32],"is":[33,175,184,193],"an":[34],"important":[35],"research":[36],"content.":[37],"the":[39,54,82,99,110,120,123,126,131,136,146,149,155,160,170,178],"previous":[40],"research,":[41],"most":[42],"detection":[43,174],"methods":[44,52],"cannot":[45],"directly":[46],"locate":[47,55,154],"code,":[49],"some":[51,60],"with":[53,148],"ability":[56],"can":[57],"only":[58],"find":[59,77],"specific":[61],"types":[62],"operations.":[65],"This":[66],"paper":[67],"proposed":[68],"graph":[70,87,115,124],"convolution":[71,116],"algorithm":[72],"weighted":[74],"mechanism":[75,133],"nodes":[79,121,147],"implied":[80],"application":[84],"function":[85,111],"call":[86,112],"provided":[89],"general":[91],"method":[92,192],"for":[93],"location.":[96],"We":[97],"analyzed":[98],"sub-graph":[100,128],"structural":[101],"differences":[102],"between":[103,185],"benign":[104,168],"payload":[108],"graph,":[113],"constructed":[114],"operation":[117],"make":[119],"learn":[125],"surrounding":[127],"structure,":[129],"designed":[130],"weighting":[132],"set":[135],"score":[138,152],"every":[140],"node,":[142],"filtered":[144],"out":[145],"highest":[150],"fragments.":[158],"On":[159],"dataset":[161],"composed":[162],"2650":[164,167],"accuracy":[171,179],"92.6%,":[176],"location":[183],"72.6%":[186],"88.1%,":[188],"indicating":[189],"that":[190],"our":[191],"accurate":[194],"efficient.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
