{"id":"https://openalex.org/W4387883721","doi":"https://doi.org/10.1109/icc45041.2023.10279179","title":"CLMD:Detection and Prevention of Poisoning Attacks for Federated Learning in Maritime Communication Network","display_name":"CLMD:Detection and Prevention of Poisoning Attacks for Federated Learning in Maritime Communication Network","publication_year":2023,"publication_date":"2023-05-28","ids":{"openalex":"https://openalex.org/W4387883721","doi":"https://doi.org/10.1109/icc45041.2023.10279179"},"language":"en","primary_location":{"id":"doi:10.1109/icc45041.2023.10279179","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45041.2023.10279179","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2023 - IEEE International Conference on Communications","raw_type":"proceedings-article"},"type":"conference-paper","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/A5090287315","display_name":"Chengzhuo Han","orcid":"https://orcid.org/0009-0006-1500-3716"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengzhuo Han","raw_affiliation_strings":["School of Cyber Science and Engineering, Southeast University,China","School of Cyber Science and Engineering, Southeast University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083657836","display_name":"Tingting Yang","orcid":"https://orcid.org/0000-0002-7406-2170"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]},{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingting Yang","raw_affiliation_strings":["Navigation College, Dalian Maritime University,China","Peng Cheng Laboratory, China","Navigation College, Dalian Maritime University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Navigation College, Dalian Maritime University,China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"Peng Cheng Laboratory, China","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"Navigation College, Dalian Maritime University, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005723298","display_name":"Xin Sun","orcid":"https://orcid.org/0000-0003-2367-2881"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Sun","raw_affiliation_strings":["Navigation College, Dalian Maritime University,China","Navigation College, Dalian Maritime University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Navigation College, Dalian Maritime University,China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"Navigation College, Dalian Maritime University, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000318076","display_name":"Jiahong Ning","orcid":"https://orcid.org/0000-0003-2796-6887"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiahong Ning","raw_affiliation_strings":["Navigation College, Dalian Maritime University,China","Navigation College, Dalian Maritime University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Navigation College, Dalian Maritime University,China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"Navigation College, Dalian Maritime University, China","institution_ids":["https://openalex.org/I43313876"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"19","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998000264167786,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9972000122070312,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9908000230789185,"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/computer-science","display_name":"Computer science","score":0.8164272308349609},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6718558669090271},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6433894634246826},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5893081426620483},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5466880202293396},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4971967041492462},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46116819977760315},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.44572579860687256},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4454364776611328},{"id":"https://openalex.org/keywords/spurious-relationship","display_name":"Spurious relationship","score":0.41071057319641113},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.32342851161956787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23626402020454407},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1749172806739807},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.09668964147567749}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8164272308349609},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6718558669090271},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6433894634246826},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5893081426620483},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5466880202293396},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4971967041492462},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46116819977760315},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.44572579860687256},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4454364776611328},{"id":"https://openalex.org/C97256817","wikidata":"https://www.wikidata.org/wiki/Q1462316","display_name":"Spurious relationship","level":2,"score":0.41071057319641113},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32342851161956787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23626402020454407},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1749172806739807},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.09668964147567749},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc45041.2023.10279179","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45041.2023.10279179","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2023 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1404318221","display_name":null,"funder_award_id":"2020YFB1806800","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2982302101","https://openalex.org/W3028940968","https://openalex.org/W3081371461","https://openalex.org/W3084847664","https://openalex.org/W3116153471","https://openalex.org/W3176224843","https://openalex.org/W3202920624","https://openalex.org/W4200287993","https://openalex.org/W4206976285","https://openalex.org/W4220764289","https://openalex.org/W4226057940","https://openalex.org/W4226249052","https://openalex.org/W4283216164","https://openalex.org/W4290960091","https://openalex.org/W4297949858"],"related_works":["https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313339048","https://openalex.org/W3111395152","https://openalex.org/W4386004629","https://openalex.org/W3023564924","https://openalex.org/W2942586735"],"abstract_inverted_index":{"As":[0],"maritime":[1,215],"communication":[2,186,216],"networks":[3],"become":[4],"more":[5,42,53],"developed":[6],"and":[7,113,138,188,201],"widely":[8],"used,":[9],"an":[10,25],"increasing":[11],"number":[12],"of":[13,34,116,159,162,171,184,211],"end":[14,49],"devices":[15,50],"are":[16,51,62,147],"being":[17],"connected":[18],"to":[19,28,55,78,85,155,197,208],"these":[20,35],"networks.":[21,217],"Edge":[22],"computing":[23,32,46],"is":[24,76,174,195],"effective":[26],"way":[27],"meet":[29],"the":[30,68,79,111,117,132,142,152,157,166,192,209],"realtime":[31],"needs":[33],"devices.":[36],"However,":[37],"with":[38,88,179],"federated":[39,69,118,212],"learning":[40,70,213],"becoming":[41,52],"prevalent":[43],"in":[44,67,141,182],"edge":[45],"decision-making,":[47],"resource-constrained":[48],"vulnerable":[54],"security":[56,65],"threats.":[57],"In":[58],"particular,":[59],"poisoning":[60,104,128],"attacks":[61,105,129],"a":[63,97,205],"significant":[64],"concern":[66],"training":[71],"process":[72],"as":[73],"local":[74],"data":[75],"invisible":[77],"outside":[80],"world,":[81],"enabling":[82],"malicious":[83,163],"participants":[84,164],"easily":[86],"tamper":[87],"it.":[89],"To":[90],"address":[91],"this":[92,94,172],"issue,":[93],"paper":[95],"proposes":[96],"Common":[98],"Layer":[99],"Mean":[100],"Detection":[101],"method":[102,126,194],"for":[103,214],"that":[106],"reduces":[107],"their":[108],"impact":[109,158],"on":[110,151,165],"accuracy":[112],"resource":[114],"consumption":[115],"model":[119],"while":[120],"ensuring":[121],"its":[122],"security.":[123],"The":[124,169],"proposed":[125,193],"identifies":[127],"by":[130,176],"comparing":[131,177],"mean":[133],"distribution":[134],"differences":[135],"between":[136],"attackers":[137],"honest":[139],"clients":[140],"common":[143],"layer.":[144],"Aggregation":[145],"weights":[146],"then":[148],"set":[149],"based":[150],"detection":[153],"results":[154],"eliminate":[156],"spurious":[160],"parameters":[161],"overall":[167],"model.":[168],"effectiveness":[170],"approach":[173],"demonstrated":[175],"it":[178,204],"related":[180],"schemes":[181],"terms":[183],"security,":[185],"overhead,":[187],"computational":[189],"overhead.":[190],"Overall,":[191],"shown":[196],"be":[198],"both":[199],"secure":[200],"efficient,":[202],"making":[203],"valuable":[206],"addition":[207],"field":[210]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
