{"id":"https://openalex.org/W4285328389","doi":"https://doi.org/10.1109/hpcc-dss-smartcity-dependsys53884.2021.00162","title":"Falsified CV Data Attack Detection Based on LSTM","display_name":"Falsified CV Data Attack Detection Based on LSTM","publication_year":2021,"publication_date":"2021-12-01","ids":{"openalex":"https://openalex.org/W4285328389","doi":"https://doi.org/10.1109/hpcc-dss-smartcity-dependsys53884.2021.00162"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcc-dss-smartcity-dependsys53884.2021.00162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5102809497","display_name":"Kai Gao","orcid":"https://orcid.org/0000-0003-4297-2978"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Gao","raw_affiliation_strings":["College of Automotive and Mechanical Engineering, Changsha University of Science & Technology,Changsha,China","Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Automotive and Mechanical Engineering, Changsha University of Science & Technology,Changsha,China","institution_ids":["https://openalex.org/I56934997"]},{"raw_affiliation_string":"Technology, Changsha, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070284401","display_name":"Shuo Huang","orcid":"https://orcid.org/0000-0001-6133-7027"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuo Huang","raw_affiliation_strings":["College of Automotive and Mechanical Engineering, Changsha University of Science & Technology,Changsha,China","Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Automotive and Mechanical Engineering, Changsha University of Science & Technology,Changsha,China","institution_ids":["https://openalex.org/I56934997"]},{"raw_affiliation_string":"Technology, Changsha, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064940003","display_name":"Ronghua Du","orcid":"https://orcid.org/0000-0002-8531-5217"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ronghua Du","raw_affiliation_strings":["College of Automotive and Mechanical Engineering, Changsha University of Science & Technology,Changsha,China","Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Automotive and Mechanical Engineering, Changsha University of Science & Technology,Changsha,China","institution_ids":["https://openalex.org/I56934997"]},{"raw_affiliation_string":"Technology, Changsha, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101920744","display_name":"Jin Xie","orcid":"https://orcid.org/0000-0001-8281-3846"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Xie","raw_affiliation_strings":["College of Automotive and Mechanical Engineering, Changsha University of Science & Technology,Changsha,China","Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Automotive and Mechanical Engineering, Changsha University of Science & Technology,Changsha,China","institution_ids":["https://openalex.org/I56934997"]},{"raw_affiliation_string":"Technology, Changsha, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101622868","display_name":"Xiangyu Cheng","orcid":"https://orcid.org/0000-0003-2655-1153"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyu Cheng","raw_affiliation_strings":["College of Automotive and Mechanical Engineering, Changsha University of Science & Technology,Changsha,China","Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Automotive and Mechanical Engineering, Changsha University of Science & Technology,Changsha,China","institution_ids":["https://openalex.org/I56934997"]},{"raw_affiliation_string":"Technology, Changsha, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101411821","display_name":"Dong He","orcid":"https://orcid.org/0000-0003-4488-1826"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong He","raw_affiliation_strings":["College of Automotive and Mechanical Engineering, Changsha University of Science & Technology,Changsha,China","Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Automotive and Mechanical Engineering, Changsha University of Science & Technology,Changsha,China","institution_ids":["https://openalex.org/I56934997"]},{"raw_affiliation_string":"Technology, Changsha, China","institution_ids":["https://openalex.org/I56934997"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":57},"biblio":{"volume":null,"issue":null,"first_page":"1029","last_page":"1034"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9811,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9811,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9649,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9082,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.59110934}],"concepts":[{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.8230437},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.70776284},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.6291876},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.60051095},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.59110934},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.5812827},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.54076284},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4903772},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.42629874},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.22859111},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18831581},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.16666904},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcc-dss-smartcity-dependsys53884.2021.00162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.67,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"grants":[{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61973047"},{"funder":"https://openalex.org/F4320322924","funder_display_name":"Changsha University of Science\u00a0and\u00a0Technology","award_id":"kfj190701,2019IC28,CX2021SS29"}],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4360995134","https://openalex.org/W4323768008","https://openalex.org/W4248382324","https://openalex.org/W3131574667","https://openalex.org/W3023605104","https://openalex.org/W2387529410","https://openalex.org/W2383578611","https://openalex.org/W2039473718","https://openalex.org/W2018658498","https://openalex.org/W1941703695"],"abstract_inverted_index":{"The":[0,79,108,204],"connected":[1],"vehicle":[2,37,174,213],"(CV)":[3],"technology":[4],"enables":[5],"data":[6,39,112],"exchange":[7],"between":[8],"vehicles":[9,150],"and":[10,118,163],"transportation":[11],"infrastructure,":[12],"so":[13,46],"it":[14,196,208],"has":[15],"huge":[16],"potential":[17],"to":[18,40,57,123,159,168,194],"improve":[19],"the":[20,32,42,48,53,58,63,67,88,91,96,103,147,152,169,186,189],"current":[21,80],"traffic":[22],"signal":[23,49,82],"control":[24,52,84],"system.":[25],"Adaptive":[26],"Traffic":[27],"Signal":[28],"Controller":[29],"(ATSC)":[30],"combines":[31],"CV":[33,114,131,155,183],"concept,":[34],"using":[35,197],"real-time":[36],"trajectory":[38,104,111,184,214],"adjust":[41],"green":[43],"phase":[44,54],"time,":[45],"that":[47,207],"controller":[50],"can":[51,209],"length":[55,93,98],"according":[56],"actual":[59],"traffic,":[60],"thereby":[61],"reducing":[62],"waiting":[64],"time":[65],"for":[66],"queued":[68,182],"vehicle.":[69],"However,":[70],"this":[71,119],"connection":[72],"may":[73],"also":[74],"bring":[75],"network":[76,202],"security":[77],"issues.":[78],"CV-based":[81],"timing":[83],"algorithm":[85],"more":[86],"uses":[87],"characteristics":[89],"of":[90,106,110,127,149,188],"queuing":[92,97],"as":[94],"input,":[95],"is":[99,115,121,135,177,192],"usually":[100],"predicted":[101],"by":[102],"information":[105],"CV.":[107],"risk":[109],"from":[113],"particularly":[116],"high,":[117],"paper":[120],"intended":[122],"explore":[124],"a":[125,154,180,198],"method":[126],"detecting":[128],"an":[129],"abnormal":[130,211],"trajectory.":[132,171],"This":[133],"article":[134],"designed":[136],"with":[137],"two":[138],"attack":[139,176],"models.":[140],"1.":[141],"Random":[142],"deviation":[143],"attack,":[144],"without":[145],"changing":[146],"number":[148],"in":[151],"queue,":[153],"was":[156,166],"randomly":[157],"selected":[158],"falsify":[160],"its":[161],"trajectory,":[162],"Gaussian":[164],"noise":[165],"added":[167],"normal":[170],"2.":[172],"Last":[173],"injection":[175],"injected":[178],"into":[179],"long":[181],"at":[185],"end":[187],"queue.":[190],"It":[191],"used":[193],"detect":[195,210],"long-term":[199],"memory":[200],"neural":[201],"(LSTM).":[203],"results":[205],"show":[206],"falsified":[212],"effectively.":[215]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4285328389","counts_by_year":[],"updated_date":"2024-12-06T05:46:38.550645","created_date":"2022-07-14"}