{"id":"https://openalex.org/W2980218415","doi":"https://doi.org/10.1109/access.2019.2946482","title":"A Novel Solutions for Malicious Code Detection and Family Clustering Based on Machine Learning","display_name":"A Novel Solutions for Malicious Code Detection and Family Clustering Based on Machine Learning","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2980218415","doi":"https://doi.org/10.1109/access.2019.2946482","mag":"2980218415"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2946482","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2946482","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08863895.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08863895.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018043618","display_name":"Hangfeng Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hangfeng Yang","raw_affiliation_strings":["Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043717671","display_name":"Shudong Li","orcid":"https://orcid.org/0000-0001-6381-1984"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shudong Li","raw_affiliation_strings":["Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100677580","display_name":"Xiaobo Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaobo Wu","raw_affiliation_strings":["School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101486498","display_name":"Hui Lu","orcid":"https://orcid.org/0000-0002-4120-7716"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Lu","raw_affiliation_strings":["Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081140857","display_name":"Weihong Han","orcid":"https://orcid.org/0000-0001-9997-1509"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihong Han","raw_affiliation_strings":["Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5018043618"],"corresponding_institution_ids":["https://openalex.org/I37987034"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.0173,"has_fulltext":true,"cited_by_count":36,"citation_normalized_percentile":{"value":0.94826217,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"148853","last_page":"148860"},"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":0.9987999796867371,"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":0.979200005531311,"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":0.9495406150817871},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8370344042778015},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7809880971908569},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5220161080360413},{"id":"https://openalex.org/keywords/cyberspace","display_name":"Cyberspace","score":0.508927583694458},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4981963634490967},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4949871897697449},{"id":"https://openalex.org/keywords/malware-analysis","display_name":"Malware analysis","score":0.4900747537612915},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.47655633091926575},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4364005923271179},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.17174097895622253},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.1422465443611145},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.09147727489471436},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07404884696006775}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9495406150817871},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8370344042778015},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7809880971908569},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5220161080360413},{"id":"https://openalex.org/C2781241145","wikidata":"https://www.wikidata.org/wiki/Q204606","display_name":"Cyberspace","level":3,"score":0.508927583694458},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4981963634490967},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4949871897697449},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.4900747537612915},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.47655633091926575},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4364005923271179},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.17174097895622253},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.1422465443611145},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.09147727489471436},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07404884696006775},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2946482","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2946482","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08863895.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b7d3a6b907e5412e92be715e54a0e3b8","is_oa":true,"landing_page_url":"https://doaj.org/article/b7d3a6b907e5412e92be715e54a0e3b8","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 148853-148860 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2946482","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2946482","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08863895.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5699999928474426}],"awards":[{"id":"https://openalex.org/G1023919524","display_name":null,"funder_award_id":", Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1477544716","display_name":null,"funder_award_id":"Guangdong","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1803140757","display_name":null,"funder_award_id":"2019QY1406","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3435950671","display_name":null,"funder_award_id":"and Gr","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3599181934","display_name":null,"funder_award_id":"U1636215","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3744575353","display_name":null,"funder_award_id":"61972105","funder_id":"https://openalex.org/F4320336405","funder_display_name":"Special Project for Research and Development in Key areas of Guangdong Province"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4025049973","display_name":null,"funder_award_id":"U1636215","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4092121983","display_name":null,"funder_award_id":"2019B010136003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4177246019","display_name":null,"funder_award_id":"61672020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4839713446","display_name":null,"funder_award_id":"6197210","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5029846496","display_name":null,"funder_award_id":"U163621","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5532975747","display_name":null,"funder_award_id":"2019B010136003","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5661915936","display_name":null,"funder_award_id":"61972106","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6280492386","display_name":null,"funder_award_id":"2019B010136003","funder_id":"https://openalex.org/F4320336405","funder_display_name":"Special Project for Research and Development in Key areas of Guangdong Province"},{"id":"https://openalex.org/G6668328428","display_name":null,"funder_award_id":"2019B010","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G702592328","display_name":null,"funder_award_id":"2019QY","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8252796664","display_name":null,"funder_award_id":"U1803263","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8484508961","display_name":null,"funder_award_id":"61972105","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8713184056","display_name":null,"funder_award_id":"61972105","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G904419946","display_name":null,"funder_award_id":"2019QY1406","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320336405","display_name":"Special Project for Research and Development in Key areas of Guangdong Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2980218415.pdf","grobid_xml":"https://content.openalex.org/works/W2980218415.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1752315353","https://openalex.org/W1851403712","https://openalex.org/W1893133781","https://openalex.org/W1966948031","https://openalex.org/W2010065958","https://openalex.org/W2013937193","https://openalex.org/W2043756236","https://openalex.org/W2045140281","https://openalex.org/W2050855115","https://openalex.org/W2055716572","https://openalex.org/W2075715173","https://openalex.org/W2080765376","https://openalex.org/W2099053789","https://openalex.org/W2114337635","https://openalex.org/W2120913037","https://openalex.org/W2121749752","https://openalex.org/W2130971075","https://openalex.org/W2144112223","https://openalex.org/W2150795982","https://openalex.org/W2162572433","https://openalex.org/W2162740570","https://openalex.org/W2170018742","https://openalex.org/W2187089797","https://openalex.org/W2732916693","https://openalex.org/W2808451969","https://openalex.org/W2808681425","https://openalex.org/W2896693749","https://openalex.org/W2901435886","https://openalex.org/W2907369926","https://openalex.org/W2931991156","https://openalex.org/W2949341542","https://openalex.org/W2963273426","https://openalex.org/W2963484595","https://openalex.org/W2971076825","https://openalex.org/W4250463209","https://openalex.org/W6636510571","https://openalex.org/W6678051712"],"related_works":["https://openalex.org/W2469507153","https://openalex.org/W2008790809","https://openalex.org/W2768892939","https://openalex.org/W3164408430","https://openalex.org/W4285507391","https://openalex.org/W2397240470","https://openalex.org/W2602767565","https://openalex.org/W170652726","https://openalex.org/W2883822334","https://openalex.org/W2134874482"],"abstract_inverted_index":{"Malware":[0],"has":[1,139],"become":[2],"a":[3,113,140],"major":[4],"threat":[5],"to":[6,38,46,48,62,71,90,130],"cyberspace":[7],"security,":[8],"not":[9],"only":[10],"because":[11,21],"of":[12,16,22,100,116],"the":[13,23,40,59,64,78,87,92,98,124,131,136],"increasing":[14],"complexity":[15],"malware":[17,41,49,65,73,80,101,118],"itself,":[18],"but":[19],"also":[20,156],"continuously":[24],"created":[25],"and":[26,95,135,153],"produced":[27],"malicious":[28,150],"code.":[29],"In":[30],"this":[31],"paper,":[32],"we":[33],"propose":[34],"two":[35,104],"novel":[36,106],"methods":[37,107,145],"solve":[39,47,63,72],"identification":[42],"problem.":[43,67],"One":[44],"is":[45,70,127],"classification.":[50],"Different":[51,76],"from":[52,77],"traditional":[53],"machine":[54],"learning,":[55],"our":[56,84],"method":[57,85],"introduces":[58,86],"ensemble":[60],"models":[61,134],"classification":[66,152],"The":[68,103,120],"other":[69],"family":[74,81,154],"clustering.":[75],"classic":[79],"clustering":[82],"algorithm,":[83],"t-SNE":[88],"algorithm":[89],"visualize":[91],"feature":[93],"data":[94],"then":[96],"determines":[97],"number":[99,115],"families.":[102],"proposed":[105],"have":[108],"been":[109],"extensively":[110],"tested":[111],"on":[112],"large":[114],"real-world":[117],"samples.":[119],"results":[121],"show":[122],"that":[123],"first":[125],"one":[126,138],"far":[128],"superior":[129],"existed":[132],"individual":[133],"second":[137],"good":[141],"adaptation":[142],"ability.":[143],"Our":[144],"can":[146],"be":[147],"used":[148],"for":[149],"code":[151],"clustering,":[155],"with":[157],"higher":[158],"accuracy.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":4}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
