{"id":"https://openalex.org/W2790911829","doi":"https://doi.org/10.1109/camsap.2017.8313059","title":"Byzantine-Resilient locally optimum detection using collaborative autonomous networks","display_name":"Byzantine-Resilient locally optimum detection using collaborative autonomous networks","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2790911829","doi":"https://doi.org/10.1109/camsap.2017.8313059","mag":"2790911829"},"language":"en","primary_location":{"id":"doi:10.1109/camsap.2017.8313059","is_oa":false,"landing_page_url":"https://doi.org/10.1109/camsap.2017.8313059","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1803.01221","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041470575","display_name":"Bhavya Kailkhura","orcid":"https://orcid.org/0000-0002-2819-2919"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bhavya Kailkhura","raw_affiliation_strings":["Lawrence Livermore National Laboratory","Lawrence livermore National Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]},{"raw_affiliation_string":"Lawrence livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008494368","display_name":"Priyadip Ray","orcid":"https://orcid.org/0000-0002-5964-5474"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Priyadip Ray","raw_affiliation_strings":["Lawrence Livermore National Laboratory","Lawrence livermore National Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]},{"raw_affiliation_string":"Lawrence livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103619891","display_name":"Deepak Rajan","orcid":null},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deepak Rajan","raw_affiliation_strings":["Lawrence Livermore National Laboratory","Lawrence livermore National Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]},{"raw_affiliation_string":"Lawrence livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064652701","display_name":"Anton Yen","orcid":null},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anton Yen","raw_affiliation_strings":["Lawrence Livermore National Laboratory","Lawrence livermore National Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]},{"raw_affiliation_string":"Lawrence livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080051421","display_name":"P. D. Barnes","orcid":"https://orcid.org/0000-0002-0326-5819"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Barnes","raw_affiliation_strings":["Lawrence Livermore National Laboratory","Lawrence livermore National Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]},{"raw_affiliation_string":"Lawrence livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021708119","display_name":"Ryan Goldhahn","orcid":"https://orcid.org/0000-0001-6176-6745"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ryan Goldhahn","raw_affiliation_strings":["Lawrence Livermore National Laboratory","Lawrence livermore National Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]},{"raw_affiliation_string":"Lawrence livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25806973,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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":0.995199978351593,"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":0.995199978351593,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9749000072479248,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9739999771118164,"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/robustness","display_name":"Robustness (evolution)","score":0.7238145470619202},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7145284414291382},{"id":"https://openalex.org/keywords/clutter","display_name":"Clutter","score":0.5247033834457397},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5080361366271973},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.5035530924797058},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4705529510974884},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.4645296037197113},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.45663100481033325},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.44221821427345276},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.44006338715553284},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.4379878342151642},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4003140926361084},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.22846883535385132},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15002867579460144},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11953943967819214},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.07911813259124756}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7238145470619202},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7145284414291382},{"id":"https://openalex.org/C132094186","wikidata":"https://www.wikidata.org/wiki/Q641585","display_name":"Clutter","level":3,"score":0.5247033834457397},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5080361366271973},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.5035530924797058},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4705529510974884},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.4645296037197113},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.45663100481033325},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.44221821427345276},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.44006338715553284},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.4379878342151642},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4003140926361084},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.22846883535385132},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15002867579460144},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11953943967819214},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.07911813259124756},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/camsap.2017.8313059","is_oa":false,"landing_page_url":"https://doi.org/10.1109/camsap.2017.8313059","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1803.01221","is_oa":true,"landing_page_url":"https://arxiv.org/abs/1803.01221","pdf_url":"https://arxiv.org/pdf/1803.01221","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2790911829","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/1803.01221","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1803.01221","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1803.01221","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1803.01221","is_oa":true,"landing_page_url":"https://arxiv.org/abs/1803.01221","pdf_url":"https://arxiv.org/pdf/1803.01221","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.5,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2790911829.pdf","grobid_xml":"https://content.openalex.org/works/W2790911829.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1940608795","https://openalex.org/W1982721693","https://openalex.org/W1987855306","https://openalex.org/W2015513948","https://openalex.org/W2027310126","https://openalex.org/W2032649387","https://openalex.org/W2041623988","https://openalex.org/W2044212084","https://openalex.org/W2046135376","https://openalex.org/W2099518630","https://openalex.org/W2107721222","https://openalex.org/W2112668583","https://openalex.org/W2112677325","https://openalex.org/W2114543235","https://openalex.org/W2116169759","https://openalex.org/W2119978040","https://openalex.org/W2123705108","https://openalex.org/W2124555964","https://openalex.org/W2130469104","https://openalex.org/W2134616143","https://openalex.org/W2148087609","https://openalex.org/W2156528695","https://openalex.org/W2160398532","https://openalex.org/W2160643434","https://openalex.org/W2164278908","https://openalex.org/W2165606836","https://openalex.org/W2963430652","https://openalex.org/W3101665129","https://openalex.org/W3104140780","https://openalex.org/W3137092842","https://openalex.org/W4292363360","https://openalex.org/W6645903748","https://openalex.org/W6658599942","https://openalex.org/W6680082670"],"related_works":["https://openalex.org/W2963164733","https://openalex.org/W2981875754","https://openalex.org/W2572869139","https://openalex.org/W2744246644","https://openalex.org/W2766289720","https://openalex.org/W2039557314","https://openalex.org/W2894601643","https://openalex.org/W265578492","https://openalex.org/W2963784016","https://openalex.org/W2811013156","https://openalex.org/W2912123674","https://openalex.org/W1573554787","https://openalex.org/W2946224168","https://openalex.org/W3002010020","https://openalex.org/W3171020093","https://openalex.org/W2606277994","https://openalex.org/W2115015494","https://openalex.org/W3117792696","https://openalex.org/W2000274582","https://openalex.org/W2155488473"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,13,23,74],"locally":[6],"optimum":[7],"detection":[8,52],"(LOD)":[9],"scheme":[10,38],"for":[11,34,79],"detecting":[12],"weak":[14],"radioactive":[15],"source":[16],"buried":[17],"in":[18,39,54],"background":[19],"clutter.":[20],"We":[21,71],"develop":[22],"decentralized":[24],"algorithm,":[25],"based":[26],"on":[27],"alternating":[28],"direction":[29],"method":[30],"of":[31,69],"multipliers":[32],"(ADMM),":[33],"implementing":[35],"the":[36,49,55],"proposed":[37],"autonomous":[40],"sensor":[41],"networks.":[42],"Results":[43],"show":[44],"that":[45],"algorithm":[46,53,78],"performance":[47],"approaches":[48],"centralized":[50],"clairvoyant":[51],"low":[56],"SNR":[57],"regime,":[58],"and":[59,64,82],"exhibits":[60],"excellent":[61],"convergence":[62],"rate":[63],"scaling":[65],"behavior":[66],"(w.r.t.":[67],"number":[68],"nodes).":[70],"also":[72],"devise":[73],"low-overhead,":[75],"robust":[76],"ADMM":[77],"Byzantine-resilient":[80],"detection,":[81],"demonstrate":[83],"its":[84],"robustness":[85],"to":[86],"data":[87],"falsification":[88],"attacks.":[89]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}