{"id":"https://openalex.org/W2914698097","doi":"https://doi.org/10.3390/s19030716","title":"A Type-Aware Approach to Message Clustering for Protocol Reverse Engineering","display_name":"A Type-Aware Approach to Message Clustering for Protocol Reverse Engineering","publication_year":2019,"publication_date":"2019-02-10","ids":{"openalex":"https://openalex.org/W2914698097","doi":"https://doi.org/10.3390/s19030716","mag":"2914698097","pmid":"https://pubmed.ncbi.nlm.nih.gov/30744187"},"language":"en","primary_location":{"id":"doi:10.3390/s19030716","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19030716","pdf_url":"https://www.mdpi.com/1424-8220/19/3/716/pdf?version=1549881553","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/19/3/716/pdf?version=1549881553","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076427704","display_name":"Xin Luo","orcid":"https://orcid.org/0000-0003-1641-5713"},"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":"Xin Luo","raw_affiliation_strings":["College of Computer, National University of Defense Technology, Changsha 410073, China"],"raw_orcid":"https://orcid.org/0000-0003-1641-5713","affiliations":[{"raw_affiliation_string":"College of Computer, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100443992","display_name":"Dan Chen","orcid":"https://orcid.org/0000-0001-8118-4443"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Chen","raw_affiliation_strings":["School of Cyberspace Security, Hangzhou Dianzi University, Hangzhou 310018, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyberspace Security, Hangzhou Dianzi University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100424209","display_name":"Yongjun Wang","orcid":"https://orcid.org/0000-0002-3257-539X"},"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":"Yongjun Wang","raw_affiliation_strings":["College of Computer, National University of Defense Technology, Changsha 410073, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111933401","display_name":"Peidai Xie","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":"Peidai Xie","raw_affiliation_strings":["College of Computer, National University of Defense Technology, Changsha 410073, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100424209"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.8595,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.86554176,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"19","issue":"3","first_page":"716","last_page":"716"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9975000023841858,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9975000023841858,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9943000078201294,"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"}},{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9940000176429749,"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/correctness","display_name":"Correctness","score":0.810452401638031},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7885792255401611},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7563313841819763},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.6189109086990356},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.5933188796043396},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.522397518157959},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.504583477973938},{"id":"https://openalex.org/keywords/message-broker","display_name":"Message broker","score":0.44957032799720764},{"id":"https://openalex.org/keywords/reverse-engineering","display_name":"Reverse engineering","score":0.42422398924827576},{"id":"https://openalex.org/keywords/type","display_name":"Type (biology)","score":0.4205531179904938},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35348400473594666},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3530377745628357},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3454653024673462},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.28997766971588135},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23354139924049377},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17370259761810303},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09567311406135559}],"concepts":[{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.810452401638031},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7885792255401611},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7563313841819763},{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.6189109086990356},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.5933188796043396},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.522397518157959},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.504583477973938},{"id":"https://openalex.org/C179733262","wikidata":"https://www.wikidata.org/wiki/Q6821765","display_name":"Message broker","level":2,"score":0.44957032799720764},{"id":"https://openalex.org/C207850805","wikidata":"https://www.wikidata.org/wiki/Q269608","display_name":"Reverse engineering","level":2,"score":0.42422398924827576},{"id":"https://openalex.org/C2777299769","wikidata":"https://www.wikidata.org/wiki/Q3707858","display_name":"Type (biology)","level":2,"score":0.4205531179904938},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35348400473594666},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3530377745628357},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3454653024673462},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.28997766971588135},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23354139924049377},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17370259761810303},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09567311406135559},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/s19030716","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19030716","pdf_url":"https://www.mdpi.com/1424-8220/19/3/716/pdf?version=1549881553","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:30744187","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30744187","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:ebe61806f8a045ac8185e0334efc7021","is_oa":true,"landing_page_url":"https://doaj.org/article/ebe61806f8a045ac8185e0334efc7021","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 19, Iss 3, p 716 (2019)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5384900","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC6386832","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:mdpi.com:/1424-8220/19/3/716/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s19030716","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:6386832","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6386832","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s19030716","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19030716","pdf_url":"https://www.mdpi.com/1424-8220/19/3/716/pdf?version=1549881553","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1718823573","display_name":"\u9762\u5411APT\u7f51\u7edc\u76d1\u6d4b\u7684\u7f51\u7edc\u57fa\u56e0\u57fa\u7840\u7406\u8bba\u4e0e\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61472439","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2301403321","display_name":null,"funder_award_id":"61772380","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G363439180","display_name":null,"funder_award_id":"2018YFB1003602","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5300120560","display_name":null,"funder_award_id":"2017CFA007","funder_id":"https://openalex.org/F4320327654","funder_display_name":"Foundation for Innovative Research Groups of Hubei Province of China"},{"id":"https://openalex.org/G5990109801","display_name":null,"funder_award_id":"61472439","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7488807639","display_name":null,"funder_award_id":"2017CFA007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8070900638","display_name":null,"funder_award_id":"No. 61772380","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation 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/F4320327654","display_name":"Foundation for Innovative Research Groups of Hubei Province of China","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2914698097.pdf","grobid_xml":"https://content.openalex.org/works/W2914698097.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1545099645","https://openalex.org/W1725493522","https://openalex.org/W1880262756","https://openalex.org/W1976242982","https://openalex.org/W1980129283","https://openalex.org/W2056325176","https://openalex.org/W2099848066","https://openalex.org/W2144211451","https://openalex.org/W2246340276","https://openalex.org/W2403101214","https://openalex.org/W2487348337","https://openalex.org/W2527629189","https://openalex.org/W2613915788","https://openalex.org/W2742252859","https://openalex.org/W2760820633","https://openalex.org/W2792204436","https://openalex.org/W2801941258","https://openalex.org/W2807063272","https://openalex.org/W2888986465","https://openalex.org/W2898919588","https://openalex.org/W4231510805","https://openalex.org/W6639619044","https://openalex.org/W6675471587"],"related_works":["https://openalex.org/W3126382579","https://openalex.org/W3107650560","https://openalex.org/W3008339103","https://openalex.org/W1667647204","https://openalex.org/W2404647514","https://openalex.org/W4247536566","https://openalex.org/W2810542905","https://openalex.org/W4315588616","https://openalex.org/W4317422773","https://openalex.org/W2888805565"],"abstract_inverted_index":{"Protocol":[0],"Reverse":[1],"Engineering":[2],"(PRE)":[3],"is":[4,107],"crucial":[5],"for":[6,159],"information":[7,47],"security":[8],"of":[9,18,23,31,37,78,101,114,131,138,141],"Internet-of-Things":[10],"(IoT),":[11],"and":[12,80,94,124,147,156],"message":[13,38,64,74,127],"clustering":[14,39,65],"determines":[15],"the":[16,21,28,35,44,83,98,112,120,132,145,160],"effectiveness":[17],"PRE.":[19],"However,":[20],"quality":[22],"services":[24],"still":[25],"lags":[26],"behind":[27],"strict":[29],"requirement":[30],"IoT":[32],"applications":[33],"as":[34,75],"results":[36,130],"are":[40],"often":[41],"coarse-grained":[42],"with":[43,92],"intrinsic":[45],"type":[46,68,99,105],"hidden":[48],"in":[49,136],"messages":[50,91,123],"largely":[51],"ignored.":[52],"Aiming":[53],"at":[54],"this":[55,57,118],"problem,":[56],"study":[58],"proposes":[59],"a":[60,73,76,139],"type-aware":[61],"approach":[62,71,121,133],"to":[63,89,110,117],"guided":[66],"by":[67],"information.":[69],"The":[70,104],"regards":[72],"combination":[77],"n-grams,":[79],"it":[81],"employs":[82],"Latent":[84],"Dirichlet":[85],"Allocation":[86],"(LDA)":[87],"model":[88],"characterize":[90],"types":[93],"n-grams":[95],"via":[96],"inferring":[97],"distribution":[100,106],"each":[102],"message.":[103],"finally":[108],"used":[109],"measure":[111],"similarity":[113],"messages.":[115],"According":[116],"similarity,":[119],"clusters":[122],"further":[125],"extracts":[126],"formats.":[128],"Experimental":[129],"against":[134],"Netzob":[135],"terms":[137],"number":[140],"protocols":[142],"indicate":[143],"that":[144],"correctness":[146],"conciseness":[148],"can":[149],"be":[150],"significantly":[151],"improved,":[152],"e.g.,":[153],"figures":[154],"43.86%":[155],"3.87%,":[157],"respectively":[158],"CoAP":[161],"protocol.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
