{"id":"https://openalex.org/W2793102498","doi":"https://doi.org/10.1109/tsipn.2018.2806842","title":"Audit Bit Based Distributed Bayesian Detection in the Presence of Byzantines","display_name":"Audit Bit Based Distributed Bayesian Detection in the Presence of Byzantines","publication_year":2018,"publication_date":"2018-02-15","ids":{"openalex":"https://openalex.org/W2793102498","doi":"https://doi.org/10.1109/tsipn.2018.2806842","mag":"2793102498"},"language":"en","primary_location":{"id":"doi:10.1109/tsipn.2018.2806842","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsipn.2018.2806842","pdf_url":null,"source":{"id":"https://openalex.org/S4306422866","display_name":"IEEE Transactions on Signal and Information Processing over Networks","issn_l":"2373-776X","issn":["2373-776X","2373-7778"],"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 Transactions on Signal and Information Processing over Networks","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/A5051761570","display_name":"W.A. Hashlamoun","orcid":null},"institutions":[{"id":"https://openalex.org/I94800806","display_name":"Birzeit University","ror":"https://ror.org/0256kw398","country_code":"PS","type":"education","lineage":["https://openalex.org/I94800806"]}],"countries":["PS"],"is_corresponding":false,"raw_author_name":"Wael Hashlamoun","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Birzeit University, Birzeit, Palestine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Birzeit University, Birzeit, Palestine","institution_ids":["https://openalex.org/I94800806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086959874","display_name":"Swastik Brahma","orcid":"https://orcid.org/0000-0002-7235-7856"},"institutions":[{"id":"https://openalex.org/I75256744","display_name":"Tennessee State University","ror":"https://ror.org/01fpczx89","country_code":"US","type":"education","lineage":["https://openalex.org/I75256744"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Swastik Brahma","raw_affiliation_strings":["Department of Computer Science, Tennessee State University, Nashville, TN, USA"],"raw_orcid":"https://orcid.org/0000-0002-7235-7856","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tennessee State University, Nashville, TN, USA","institution_ids":["https://openalex.org/I75256744"]}]},{"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":["Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse, NY, USA"],"raw_orcid":"https://orcid.org/0000-0003-4504-5088","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse, NY, USA","institution_ids":["https://openalex.org/I70983195"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7788,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.86143651,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"4","issue":"4","first_page":"643","last_page":"655"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9969000220298767,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9686999917030334,"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/fusion-center","display_name":"Fusion center","score":0.7839437127113342},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7171579599380493},{"id":"https://openalex.org/keywords/audit","display_name":"Audit","score":0.6991147994995117},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5735167860984802},{"id":"https://openalex.org/keywords/byzantine-fault-tolerance","display_name":"Byzantine fault tolerance","score":0.5636493563652039},{"id":"https://openalex.org/keywords/byzantine-architecture","display_name":"Byzantine architecture","score":0.5391976833343506},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4286848306655884},{"id":"https://openalex.org/keywords/bit","display_name":"Bit (key)","score":0.4226207733154297},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3749241232872009},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2848782539367676},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2003931999206543},{"id":"https://openalex.org/keywords/accounting","display_name":"Accounting","score":0.163156658411026},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10956111550331116},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.0769643485546112}],"concepts":[{"id":"https://openalex.org/C2781234732","wikidata":"https://www.wikidata.org/wiki/Q943505","display_name":"Fusion center","level":4,"score":0.7839437127113342},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7171579599380493},{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.6991147994995117},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5735167860984802},{"id":"https://openalex.org/C168021876","wikidata":"https://www.wikidata.org/wiki/Q1353446","display_name":"Byzantine fault tolerance","level":3,"score":0.5636493563652039},{"id":"https://openalex.org/C104562893","wikidata":"https://www.wikidata.org/wiki/Q47591","display_name":"Byzantine architecture","level":2,"score":0.5391976833343506},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4286848306655884},{"id":"https://openalex.org/C117011727","wikidata":"https://www.wikidata.org/wiki/Q1278488","display_name":"Bit (key)","level":2,"score":0.4226207733154297},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3749241232872009},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2848782539367676},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2003931999206543},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.163156658411026},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10956111550331116},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.0769643485546112},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C195244886","wikidata":"https://www.wikidata.org/wiki/Q41493","display_name":"Ancient history","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsipn.2018.2806842","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsipn.2018.2806842","pdf_url":null,"source":{"id":"https://openalex.org/S4306422866","display_name":"IEEE Transactions on Signal and Information Processing over Networks","issn_l":"2373-776X","issn":["2373-776X","2373-7778"],"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 Transactions on Signal and Information Processing over Networks","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W139279402","https://openalex.org/W794907248","https://openalex.org/W1525038591","https://openalex.org/W1576034712","https://openalex.org/W1940608795","https://openalex.org/W1995010230","https://openalex.org/W2015513948","https://openalex.org/W2045021643","https://openalex.org/W2046135376","https://openalex.org/W2051465164","https://openalex.org/W2064631640","https://openalex.org/W2094745658","https://openalex.org/W2102931639","https://openalex.org/W2107069798","https://openalex.org/W2115758294","https://openalex.org/W2136237463","https://openalex.org/W2148505876","https://openalex.org/W2153015273","https://openalex.org/W2164651064","https://openalex.org/W2169833134","https://openalex.org/W2733510830","https://openalex.org/W2800027815","https://openalex.org/W3106293402","https://openalex.org/W3137092842","https://openalex.org/W3214428327","https://openalex.org/W6663341453","https://openalex.org/W6675698927","https://openalex.org/W6675794233"],"related_works":["https://openalex.org/W635625959","https://openalex.org/W1548189724","https://openalex.org/W2034320198","https://openalex.org/W2149625404","https://openalex.org/W2002589180","https://openalex.org/W4252331942","https://openalex.org/W4220997590","https://openalex.org/W2763042189","https://openalex.org/W4386477301","https://openalex.org/W2357550052"],"abstract_inverted_index":{"This":[0],"paper":[1,24,167,201],"considers":[2],"the":[3,10,46,52,61,68,82,90,95,100,113,116,123,140,145,154,158,161,166,170,200,206],"problem":[4],"of":[5,12,102,106,112,172,176],"distributed":[6,86,210],"Bayesian":[7,91],"detection":[8,18,75,87,110,211],"in":[9,48,89,99,160],"presence":[11,101],"Byzantines":[13],"who":[14],"seek":[15],"to":[16,31,63,66,73,108],"degrade":[17],"performance":[19,111],"by":[20],"falsifying":[21],"data.":[22],"The":[23],"employs":[25],"an":[26],"audit":[27,83,141,183,207],"bit":[28,84,142,208],"based":[29,85,143,209],"mechanism":[30,88,125,144],"mitigate":[32],"Byzantine":[33,130,178,190],"attacks":[34,131,179,191],"that":[35,70,122,138,202],"partitions":[36],"sensors":[37,47],"into":[38,205],"groups.":[39],"In":[40,77],"this":[41,78],"framework,":[42],"local":[43],"decisions":[44],"from":[45],"each":[49],"group":[50],"reach":[51],"fusion":[53,97,118],"center":[54],"(FC)":[55],"via":[56],"multiple":[57],"paths,":[58],"which":[59],"enable":[60],"FC":[62,114,146],"assess":[64],"(i.e.,":[65,149],"audit)":[67],"information":[69,152],"reaches":[71,153],"it":[72],"improve":[74],"performance.":[76],"paper,":[79],"we":[80,120],"consider":[81],"framework":[92],"and":[93],"derive":[94],"optimal":[96,117,189],"rule":[98],"Byzantines.":[103,164],"Using":[104],"probability":[105],"error":[107],"characterize":[109],"under":[115],"rule,":[119],"prove":[121],"proposed":[124,134],"is":[126],"more":[127],"robust":[128],"against":[129],"than":[132],"previously":[133],"schemes.":[135],"We":[136],"show":[137],"using":[139,182],"becomes":[147],"blind":[148],"no":[150],"useful":[151],"FC)":[155],"if":[156],"all":[157],"nodes":[159],"network":[162],"are":[163,197],"Furthermore,":[165],"also":[168],"introduces":[169],"notion":[171],"temporal":[173],"mitigation,":[174],"namely":[175],"mitigating":[177],"over":[180,192],"time":[181],"bits,":[184],"as":[185,187],"well":[186],"characterizes":[188],"time.":[193],"Extensive":[194],"numerical":[195],"results":[196],"provided":[198],"throughout":[199],"provide":[203],"insights":[204],"mechanism.":[212]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
