{"id":"https://openalex.org/W2020915989","doi":"https://doi.org/10.1109/msp.2013.2262116","title":"Distributed Inference with Byzantine Data: State-of-the-Art Review on Data Falsification Attacks","display_name":"Distributed Inference with Byzantine Data: State-of-the-Art Review on Data Falsification Attacks","publication_year":2013,"publication_date":"2013-08-19","ids":{"openalex":"https://openalex.org/W2020915989","doi":"https://doi.org/10.1109/msp.2013.2262116","mag":"2020915989"},"language":"en","primary_location":{"id":"doi:10.1109/msp.2013.2262116","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msp.2013.2262116","pdf_url":null,"source":{"id":"https://openalex.org/S120977877","display_name":"IEEE Signal Processing Magazine","issn_l":"1053-5888","issn":["1053-5888","1558-0792"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Magazine","raw_type":"journal-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/A5011859309","display_name":"Aditya Vempaty","orcid":"https://orcid.org/0000-0001-9917-2985"},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aditya Vempaty","raw_affiliation_strings":["Syracuse University, USA","[ EECS, Syracuse University, Syracuse, NY, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Syracuse University, USA","institution_ids":["https://openalex.org/I70983195"]},{"raw_affiliation_string":"[ EECS, Syracuse University, Syracuse, NY, USA]","institution_ids":["https://openalex.org/I70983195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044316824","display_name":"Lang Tong","orcid":"https://orcid.org/0000-0003-3322-2681"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lang Tong","raw_affiliation_strings":["Cornell University, USA","[Dept. of Electr. Eng., Cornell Univ., Ithaca, NY, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cornell University, USA","institution_ids":["https://openalex.org/I205783295"]},{"raw_affiliation_string":"[Dept. of Electr. Eng., Cornell Univ., Ithaca, NY, USA]","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018292481","display_name":"Pramod K. Varshney","orcid":"https://orcid.org/0000-0003-4504-5088"},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pramod K. Varshney","raw_affiliation_strings":["Electrical engineering and computer science, Center for Advanced Systems and Engineering, Syracuse University, USA","[ EECS, Syracuse University, Syracuse, NY, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical engineering and computer science, Center for Advanced Systems and Engineering, Syracuse University, USA","institution_ids":["https://openalex.org/I70983195"]},{"raw_affiliation_string":"[ EECS, Syracuse University, Syracuse, NY, USA]","institution_ids":["https://openalex.org/I70983195"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.5424,"has_fulltext":false,"cited_by_count":150,"citation_normalized_percentile":{"value":0.98970501,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"30","issue":"5","first_page":"65","last_page":"75"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9993000030517578,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9993000030517578,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9955999851226807,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.994700014591217,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/byzantine-architecture","display_name":"Byzantine architecture","score":0.879742443561554},{"id":"https://openalex.org/keywords/adversary","display_name":"Adversary","score":0.7627378106117249},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.693719208240509},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5843360424041748},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.517753541469574},{"id":"https://openalex.org/keywords/battle","display_name":"Battle","score":0.48960787057876587},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.46688714623451233},{"id":"https://openalex.org/keywords/byzantine-fault-tolerance","display_name":"Byzantine fault tolerance","score":0.45393383502960205},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4414491355419159},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2353537380695343},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19459864497184753},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.1653323769569397},{"id":"https://openalex.org/keywords/ancient-history","display_name":"Ancient history","score":0.16044950485229492},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.12259778380393982},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.06840956211090088}],"concepts":[{"id":"https://openalex.org/C104562893","wikidata":"https://www.wikidata.org/wiki/Q47591","display_name":"Byzantine architecture","level":2,"score":0.879742443561554},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.7627378106117249},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.693719208240509},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5843360424041748},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.517753541469574},{"id":"https://openalex.org/C2778627824","wikidata":"https://www.wikidata.org/wiki/Q178561","display_name":"Battle","level":2,"score":0.48960787057876587},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.46688714623451233},{"id":"https://openalex.org/C168021876","wikidata":"https://www.wikidata.org/wiki/Q1353446","display_name":"Byzantine fault tolerance","level":3,"score":0.45393383502960205},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4414491355419159},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2353537380695343},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19459864497184753},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.1653323769569397},{"id":"https://openalex.org/C195244886","wikidata":"https://www.wikidata.org/wiki/Q41493","display_name":"Ancient history","level":1,"score":0.16044950485229492},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.12259778380393982},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.06840956211090088},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/msp.2013.2262116","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msp.2013.2262116","pdf_url":null,"source":{"id":"https://openalex.org/S120977877","display_name":"IEEE Signal Processing Magazine","issn_l":"1053-5888","issn":["1053-5888","1558-0792"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1598852905","https://openalex.org/W1975635104","https://openalex.org/W1988952855","https://openalex.org/W2004215803","https://openalex.org/W2005028112","https://openalex.org/W2013376616","https://openalex.org/W2014002306","https://openalex.org/W2015513948","https://openalex.org/W2020872955","https://openalex.org/W2046135376","https://openalex.org/W2062569249","https://openalex.org/W2064940288","https://openalex.org/W2099111195","https://openalex.org/W2100445566","https://openalex.org/W2107069798","https://openalex.org/W2108370778","https://openalex.org/W2108977771","https://openalex.org/W2110954114","https://openalex.org/W2119978040","https://openalex.org/W2126076156","https://openalex.org/W2127691571","https://openalex.org/W2148505876","https://openalex.org/W2149686805","https://openalex.org/W2152728520","https://openalex.org/W2165483665","https://openalex.org/W2540962883","https://openalex.org/W3137092842","https://openalex.org/W6653652110","https://openalex.org/W6666220897"],"related_works":["https://openalex.org/W2003237632","https://openalex.org/W2350977361","https://openalex.org/W2348097125","https://openalex.org/W635625959","https://openalex.org/W2000391299","https://openalex.org/W2994023542","https://openalex.org/W2999081595","https://openalex.org/W1558737772","https://openalex.org/W3131868133","https://openalex.org/W2357456606"],"abstract_inverted_index":{"In":[0],"1982,":[1],"Lamport":[2],"et":[3],"al.":[4],"presented":[5],"the":[6,18,33,56,68,81,84,92,106,117,122,136,141,167,180,183,187,192],"so-called":[7],"Byzantine":[8,19,85,95,118,137,199],"generals":[9,16,34,70,96,108,119,138],"problem":[10,59,139,193],"as":[11,195],"follows:":[12],"a":[13,38,77,103,111,155],"group":[14],"of":[15,17,46,80,83,94,115,143],"army":[20],"camped":[21],"with":[22,198],"their":[23],"troops":[24],"around":[25],"an":[26,63],"enemy":[27],"city.":[28],"Communicating":[29],"only":[30],"by":[31,174],"messenger,":[32],"must":[35],"agree":[36],"upon":[37],"common":[39],"battle":[40],"plan.":[41],"However,":[42],"one":[43],"or":[44,172],"more":[45],"them":[47],"may":[48],"be":[49,131],"traitors":[50],"who":[51,178],"will":[52,71],"try":[53],"to":[54,61,65,109,154,191],"confuse":[55],"others.":[57],"The":[58,74,163],"is":[60,97,102,124,165],"find":[62],"algorithm":[64,184],"ensure":[66],"that":[67,90,166],"loyal":[69,107],"reach":[72,110],"agreement.":[73],"authors":[75],"gave":[76],"sharp":[78],"characterization":[79],"power":[82],"generals.":[86],"It":[87],"was":[88],"shown":[89],"if":[91],"fraction":[93,123],"less":[98],"than":[99],"1/3,":[100,126],"there":[101],"way":[104],"for":[105,159],"consensus":[112,127],"agreement,":[113],"regardless":[114],"what":[116],"do.":[120],"If":[121],"above":[125],"can":[128],"no":[129],"longer":[130],"guaranteed.":[132],"This":[133],"article":[134],"examines":[135],"in":[140],"context":[142],"distributed":[144,196],"inference,":[145],"where":[146],"data":[147,168],"collected":[148],"from":[149],"remote":[150],"locations":[151],"are":[152,169],"sent":[153],"fusion":[156],"center":[157],"(FC)":[158],"processing":[160],"and":[161],"inference.":[162],"assumption":[164],"potentially":[170],"tampered":[171],"falsified":[173],"some":[175],"internal":[176],"adversary":[177],"has":[179],"knowledge":[181],"about":[182],"used":[185],"at":[186],"FC.":[188],"We":[189],"refer":[190],"considered":[194],"inference":[197],"data.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":17},{"year":2018,"cited_by_count":15},{"year":2017,"cited_by_count":18},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":16},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
