{"id":"https://openalex.org/W4220833099","doi":"https://doi.org/10.1109/access.2022.3161459","title":"Modified Particle Filters for Detection of False Data Injection Attacks and State Estimation in Networked Nonlinear Systems","display_name":"Modified Particle Filters for Detection of False Data Injection Attacks and State Estimation in Networked Nonlinear Systems","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4220833099","doi":"https://doi.org/10.1109/access.2022.3161459"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3161459","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09739668.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},"type":"article","type_crossref":"journal-article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09739668.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024241669","display_name":"Nargess Sadeghzadeh-Nokhodberiz","orcid":"https://orcid.org/0000-0002-2950-3598"},"institutions":[{"id":"https://openalex.org/I4210157736","display_name":"Qom University of Technology","ror":"https://ror.org/04zepk655","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210157736"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Nargess Sadeghzadeh-Nokhodberiz","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Qom University of Technology, Qom, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Qom University of Technology, Qom, Iran","institution_ids":["https://openalex.org/I4210157736"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054285669","display_name":"Nader Meskin","orcid":"https://orcid.org/0000-0003-3098-9369"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Nader Meskin","raw_affiliation_strings":["Department of Electrical Engineering, Qatar University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065461941","display_name":"Saeed Hasanzadeh","orcid":"https://orcid.org/0000-0003-2272-9970"},"institutions":[{"id":"https://openalex.org/I4210157736","display_name":"Qom University of Technology","ror":"https://ror.org/04zepk655","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210157736"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Saeed Hasanzadeh","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Qom University of Technology, Qom, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Qom University of Technology, Qom, Iran","institution_ids":["https://openalex.org/I4210157736"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850,"provenance":"doaj"},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850,"provenance":"doaj"},"fwci":0.195,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":1,"citation_normalized_percentile":{"value":0.428506,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":61,"max":71},"biblio":{"volume":"10","issue":null,"first_page":"32728","last_page":"32741"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Process Fault Detection and Diagnosis in Industries","score":0.999,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Process Fault Detection and Diagnosis in Industries","score":0.999,"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/T10711","display_name":"Particle Filtering and Nonlinear Estimation Methods","score":0.9984,"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/T12879","display_name":"Decentralized Inference in Wireless Sensor Networks","score":0.9906,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/false-alarm","display_name":"False alarm","score":0.55746865},{"id":"https://openalex.org/keywords/fault-detection","display_name":"Fault Detection","score":0.550098},{"id":"https://openalex.org/keywords/particle-filters","display_name":"Particle Filters","score":0.528723},{"id":"https://openalex.org/keywords/fault-isolation","display_name":"Fault Isolation","score":0.526551},{"id":"https://openalex.org/keywords/distributed-detection","display_name":"Distributed Detection","score":0.522463},{"id":"https://openalex.org/keywords/nonlinear-estimation","display_name":"Nonlinear Estimation","score":0.502899}],"concepts":[{"id":"https://openalex.org/C52421305","wikidata":"https://www.wikidata.org/wiki/Q1151499","display_name":"Particle filter","level":3,"score":0.76534855},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6319581},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.55746865},{"id":"https://openalex.org/C197055811","wikidata":"https://www.wikidata.org/wiki/Q207522","display_name":"Probability density function","level":2,"score":0.5274099},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.5225327},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5122406},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5056319},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.48203456},{"id":"https://openalex.org/C57830394","wikidata":"https://www.wikidata.org/wiki/Q278079","display_name":"Posterior probability","level":3,"score":0.46300983},{"id":"https://openalex.org/C52740198","wikidata":"https://www.wikidata.org/wiki/Q1539564","display_name":"Importance sampling","level":3,"score":0.42844358},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40106294},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.34823507},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.3300588},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22231805},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.20075902},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.1850518},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18147689},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3161459","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09739668.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},{"is_oa":false,"landing_page_url":"https://doaj.org/article/3995e4a940f845c9a8bf1942bb446d21","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":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Modified_Particle_Filters_for_Detection_of_False_Data_Injection_Attacks_and_State_Estimation_in_Networked_Nonlinear_Systems/24056505","pdf_url":"https://figshare.com/articles/journal_contribution/Modified_Particle_Filters_for_Detection_of_False_Data_Injection_Attacks_and_State_Estimation_in_Networked_Nonlinear_Systems/24056505/1/files/42188661.pdf","source":{"id":"https://openalex.org/S4306400572","display_name":"OPAL (Open@LaTrobe) (La Trobe University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I196829312","host_organization_name":"La Trobe University","host_organization_lineage":["https://openalex.org/I196829312"],"host_organization_lineage_names":["La Trobe University"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hdl.handle.net/10576/41429","pdf_url":"http://qspace.qu.edu.qa/bitstream/10576/41429/1/Modified%20Particle%20Filters%20for%20Detection%20of%20False%20Data%20Injection%20Attacks%20and%20State%20Estimation%20in%20Networked%20Nonlinear%20Systems.pdf","source":{"id":"https://openalex.org/S4306400014","display_name":"Qatar University QSpace (Qatar University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60342839","host_organization_name":"Qatar University","host_organization_lineage":["https://openalex.org/I60342839"],"host_organization_lineage_names":["Qatar University"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3161459","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09739668.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},"sustainable_development_goals":[{"display_name":"Peace, justice, and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.61}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":43,"referenced_works":["https://openalex.org/W1506647431","https://openalex.org/W1651728063","https://openalex.org/W1972523481","https://openalex.org/W1979023258","https://openalex.org/W2002131333","https://openalex.org/W2035605646","https://openalex.org/W2036033662","https://openalex.org/W2063688797","https://openalex.org/W2112575081","https://openalex.org/W2119627285","https://openalex.org/W2160337655","https://openalex.org/W2402911760","https://openalex.org/W2485195230","https://openalex.org/W2533632544","https://openalex.org/W2543184832","https://openalex.org/W2758737610","https://openalex.org/W2766003054","https://openalex.org/W2790943880","https://openalex.org/W2796936280","https://openalex.org/W2883442159","https://openalex.org/W2902384620","https://openalex.org/W2909270842","https://openalex.org/W2912079431","https://openalex.org/W2916555858","https://openalex.org/W2939050452","https://openalex.org/W2967073369","https://openalex.org/W2972371309","https://openalex.org/W2996894858","https://openalex.org/W3040478813","https://openalex.org/W3043386701","https://openalex.org/W3048112693","https://openalex.org/W3048667249","https://openalex.org/W3082196220","https://openalex.org/W3082556752","https://openalex.org/W3143420193","https://openalex.org/W3194635013","https://openalex.org/W4206180546","https://openalex.org/W4232704056","https://openalex.org/W4237444302","https://openalex.org/W4295719608","https://openalex.org/W4300030381","https://openalex.org/W4384933854","https://openalex.org/W4388085068"],"related_works":["https://openalex.org/W3157383594","https://openalex.org/W2752301189","https://openalex.org/W2537997907","https://openalex.org/W2381817522","https://openalex.org/W2145647377","https://openalex.org/W2124156864","https://openalex.org/W2117643935","https://openalex.org/W2077096961","https://openalex.org/W2008352624","https://openalex.org/W1971389868"],"abstract_inverted_index":{"Networked":[0],"control":[1],"systems":[2,87],"which":[3,121],"transfer":[4],"data":[5,18,83],"over":[6],"communication":[7],"networks":[8],"may":[9],"suffer":[10],"from":[11],"malicious":[12],"cyber":[13],"attacks":[14,23],"by":[15],"injecting":[16],"false":[17,82,163],"to":[19,50,84,96,180,184],"the":[20,29,33,45,52,76,80,85,98,102,105,111,123,127,133,139,145,148,168,171,185,199,202],"transferred":[21],"information.Such":[22],"can":[24],"cause":[25],"performance":[26],"degradation":[27],"of":[28,63,101,167,192,201],"closed-loop":[30],"system":[31],"and":[32,90,137,143,151,195],"filtering":[34,41],"problem.The":[35],"sequential":[36,46],"importance":[37],"sampling":[38],"(SIS)":[39],"particle":[40,134],"(PF)":[42],"methods":[43],"employ":[44],"Monte":[47],"Carlo":[48],"approach":[49],"estimate":[51],"generally":[53,64],"non-Gaussian":[54],"posterior":[55,172],"probability":[56],"density":[57],"function":[58],"(pdf)":[59],"for":[60,207],"Bayesian":[61],"estimation":[62,166,182,193,196],"non-linear":[65],"non-Gaussain":[66],"systems.In":[67],"this":[68],"paper,":[69],"it":[70,92,157],"is":[71,93,118,158,205],"firstly":[72],"shown":[73],"that":[74,161],"with":[75,107],"normal":[77],"SIS":[78,116,188],"PF,":[79],"injected":[81],"networked":[86,209],"remains":[88],"stealthy":[89],"therefore":[91],"not":[94],"possible":[95],"reduce":[97],"degrading":[99],"effect":[100],"attack":[103,124,146,169,178,186],"on":[104,175],"estimation.However,":[106],"a":[108,114,208],"modification":[109],"in":[110,132,190],"proposal":[112],"pdf,":[113],"modified":[115],"PF":[117,189],"then":[119],"proposed":[120],"guarantees":[122],"detectability":[125],"where":[126],"attacked":[128],"measurements":[129],"are":[130,141],"incorporated":[131],"generation":[135],"process":[136],"thus":[138],"particles":[140],"updated":[142],"make":[144],"detectable.Using":[147],"derived":[149],"thresholds":[150],"under":[152],"small":[153],"enough":[154],"measurement":[155],"noises,":[156],"also":[159],"proved":[160],"no":[162],"alarm":[164],"occurs.After":[165],"value,":[170],"pdf":[173],"conditioned":[174],"truly":[176],"detected":[177],"leads":[179],"an":[181],"equivalent":[183],"free":[187],"terms":[191],"bias":[194],"covariance":[197],"error.Finally,":[198],"accuracy":[200],"presented":[203],"concepts":[204],"demonstrated":[206],"interconnected":[210],"four-tank":[211],"system.":[212]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4220833099","counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2024-11-21T21:16:36.320444","created_date":"2022-04-03"}
