{"id":"https://openalex.org/W4385192308","doi":"https://doi.org/10.23919/ifipnetworking57963.2023.10186391","title":"ER-ERT:A Method of Ensemble Representation Learning of Encrypted RAT Traffic","display_name":"ER-ERT:A Method of Ensemble Representation Learning of Encrypted RAT Traffic","publication_year":2023,"publication_date":"2023-06-12","ids":{"openalex":"https://openalex.org/W4385192308","doi":"https://doi.org/10.23919/ifipnetworking57963.2023.10186391"},"language":"en","primary_location":{"id":"doi:10.23919/ifipnetworking57963.2023.10186391","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ifipnetworking57963.2023.10186391","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IFIP Networking Conference (IFIP Networking)","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/A5100726561","display_name":"Yijing Zhang","orcid":"https://orcid.org/0000-0001-9568-9389"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yijing Zhang","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences","School of Cyber Security, University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112404416","display_name":"Hui Xue","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Xue","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences","School of Cyber Security, University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017856901","display_name":"Jianjun Lin","orcid":"https://orcid.org/0000-0003-2231-3369"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianjun Lin","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences","School of Cyber Security, University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100455480","display_name":"Xiaoyu Liu","orcid":"https://orcid.org/0000-0001-5110-4115"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Liu","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences","School of Cyber Security, University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045494547","display_name":"Weilin Gai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210087772","display_name":"National Computer Network Emergency Response Technical Team/Coordination Center of Chinar","ror":"https://ror.org/00247dh76","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210087772"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weilin Gai","raw_affiliation_strings":["Institute of Software, Chinese Academy of Sciences","Coordination Center of China, National Computer Network Emergency Response Technical Team","School of computer science and technology, University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Software, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Coordination Center of China, National Computer Network Emergency Response Technical Team","institution_ids":["https://openalex.org/I4210087772"]},{"raw_affiliation_string":"School of computer science and technology, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045164115","display_name":"Xiaodu Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodu Yang","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences","School of Cyber Security, University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100379006","display_name":"Anqi Wang","orcid":"https://orcid.org/0009-0000-5321-8917"},"institutions":[{"id":"https://openalex.org/I2898894","display_name":"Liaoning University of Technology","ror":"https://ror.org/05ay23762","country_code":"CN","type":"education","lineage":["https://openalex.org/I2898894"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anqi Wang","raw_affiliation_strings":["Liaoning University of Technology"],"affiliations":[{"raw_affiliation_string":"Liaoning University of Technology","institution_ids":["https://openalex.org/I2898894"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056000853","display_name":"Yinliang Yue","orcid":"https://orcid.org/0000-0002-8417-2234"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yinliang Yue","raw_affiliation_strings":["Zhongguancun Laboratory,Beijing,P.R.China","Zhongguancun Laboratory, Beijing, P.R.China"],"affiliations":[{"raw_affiliation_string":"Zhongguancun Laboratory,Beijing,P.R.China","institution_ids":[]},{"raw_affiliation_string":"Zhongguancun Laboratory, Beijing, P.R.China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101460114","display_name":"Bo Sun","orcid":"https://orcid.org/0000-0002-2150-4203"},"institutions":[{"id":"https://openalex.org/I4210087772","display_name":"National Computer Network Emergency Response Technical Team/Coordination Center of Chinar","ror":"https://ror.org/00247dh76","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210087772"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Sun","raw_affiliation_strings":["National Computer Network Emergency Response Technical Team,Coordination Center of China","Coordination Center of China, National Computer Network Emergency Response Technical Team"],"affiliations":[{"raw_affiliation_string":"National Computer Network Emergency Response Technical Team,Coordination Center of China","institution_ids":["https://openalex.org/I4210087772"]},{"raw_affiliation_string":"Coordination Center of China, National Computer Network Emergency Response Technical Team","institution_ids":["https://openalex.org/I4210087772"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100726561"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210156404","https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":0.5237,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70637787,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9994000196456909,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9973999857902527,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/traffic-classification","display_name":"Traffic classification","score":0.8320329785346985},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7734344005584717},{"id":"https://openalex.org/keywords/byte","display_name":"Byte","score":0.7094948291778564},{"id":"https://openalex.org/keywords/payload","display_name":"Payload (computing)","score":0.6308296918869019},{"id":"https://openalex.org/keywords/deep-packet-inspection","display_name":"Deep packet inspection","score":0.6198477745056152},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.6042976379394531},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5640166401863098},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5392031073570251},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5087488293647766},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.49000898003578186},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4836953282356262},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.4621177017688751},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.45061200857162476},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37747883796691895},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.27984198927879333},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2060786485671997}],"concepts":[{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.8320329785346985},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7734344005584717},{"id":"https://openalex.org/C43364308","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Byte","level":2,"score":0.7094948291778564},{"id":"https://openalex.org/C134066672","wikidata":"https://www.wikidata.org/wiki/Q1424639","display_name":"Payload (computing)","level":3,"score":0.6308296918869019},{"id":"https://openalex.org/C204679922","wikidata":"https://www.wikidata.org/wiki/Q734252","display_name":"Deep packet inspection","level":3,"score":0.6198477745056152},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6042976379394531},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5640166401863098},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5392031073570251},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5087488293647766},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.49000898003578186},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4836953282356262},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.4621177017688751},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.45061200857162476},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37747883796691895},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.27984198927879333},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2060786485671997},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/ifipnetworking57963.2023.10186391","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ifipnetworking57963.2023.10186391","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IFIP Networking Conference (IFIP Networking)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1980991316","https://openalex.org/W2041855183","https://openalex.org/W2062401262","https://openalex.org/W2077933344","https://openalex.org/W2078396547","https://openalex.org/W2146906344","https://openalex.org/W2604105233","https://openalex.org/W2606697812","https://openalex.org/W2885743621","https://openalex.org/W2892460540","https://openalex.org/W2892537323","https://openalex.org/W2919493784","https://openalex.org/W2921434519","https://openalex.org/W2924689635","https://openalex.org/W2942239200","https://openalex.org/W2963065250","https://openalex.org/W2963516518","https://openalex.org/W2976836186","https://openalex.org/W3035950449","https://openalex.org/W3039623901","https://openalex.org/W3101699933","https://openalex.org/W3121886859","https://openalex.org/W3134204681","https://openalex.org/W3153407530","https://openalex.org/W4285233421","https://openalex.org/W4306406279","https://openalex.org/W6681560424"],"related_works":["https://openalex.org/W2041550843","https://openalex.org/W2537489883","https://openalex.org/W1976515580","https://openalex.org/W1497214516","https://openalex.org/W2017644937","https://openalex.org/W2127561666","https://openalex.org/W2949949254","https://openalex.org/W3174245262","https://openalex.org/W4226172882","https://openalex.org/W2085398523"],"abstract_inverted_index":{"Remote":[0],"Access":[1],"Trojan":[2],"(RAT)":[3],"is":[4,15,61],"one":[5],"of":[6,18,108,190,211,217],"the":[7,150,187,196],"major":[8],"threats":[9],"to":[10,25,44,68,82,128,158,175,185,195],"today's":[11],"network":[12,87,147,160,174],"environment.":[13],"It":[14],"a":[16,124,208,214],"class":[17],"malware":[19],"frequently":[20],"used":[21,43],"by":[22],"hacking":[23],"collectives":[24],"monitor":[26],"victims'":[27],"actions":[28],"and":[29,59,117,131,149,168,180,213],"steal":[30],"personal":[31],"information":[32],"in":[33,79],"targeted":[34],"computers.":[35],"Traditional":[36,50],"machine":[37,51],"learning":[38,52,74],"algorithms":[39,53],"have":[40,76],"been":[41,77],"widely":[42],"detect":[45],"malicious":[46,94],"encrypted":[47],"RAT":[48,136,191],"traffic.":[49,137],"rely":[54],"deeply":[55],"on":[56],"expert":[57],"experience,":[58],"it":[60],"difficult":[62],"for":[63,135],"current":[64],"traffic":[65,88,95,133,192],"classification":[66],"models":[67],"design":[69],"effective":[70],"handcraft":[71],"features.":[72],"Deep":[73],"methods":[75,97,110],"introduced":[78],"recent":[80],"years":[81],"generate":[83,98],"representations":[84,99,134],"from":[85,100,114],"raw":[86],"data":[89],"automatically.":[90],"Previous":[91],"deep":[92],"learning-based":[93],"detection":[96],"flow":[101,115,161],"sequences":[102],"or":[103],"packet":[104,118,177],"payload":[105,119,178],"bytes.":[106,120],"None":[107],"these":[109],"simultaneously":[111],"learn":[112],"embeddings":[113],"sequence":[116],"Thus,":[121],"we":[122],"propose":[123],"novel":[125],"ensemble":[126],"model":[127,139,159,176],"draw":[129],"fine-grained":[130],"multi-angle":[132],"The":[138],"extract":[140],"(1)":[141],"temporal":[142],"features":[143,165],"with":[144,166,207],"convolution":[145],"neural":[146],"(CNN)":[148],"Reproducing":[151],"Kernel":[152],"Hilbert":[153],"Space":[154],"(RKHS)":[155],"embedding":[156],"method":[157],"sequence,":[162],"(2)":[163],"spatial":[164],"autoencoder":[167],"bidirectional":[169],"gated":[170],"recurrent":[171],"unit":[172],"(Bi-GRU)":[173],"bytes,":[179],"(3)":[181],"some":[182],"stage-based":[183],"attributes":[184],"enhance":[186],"identification":[188],"ability":[189],"behaviors.":[193],"According":[194],"experimental":[197],"result,":[198],"our":[199],"approach":[200],"achieves":[201],"better":[202],"performance":[203],"than":[204],"previous":[205],"works":[206],"precision":[209],"rate":[210,216],"97.0%":[212],"recall":[215],"96.5%.":[218]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}