iBet uBet web content aggregator. Adding the entire web to your favor.
iBet uBet web content aggregator. Adding the entire web to your favor.



Link to original content: https://api.openalex.org/works/doi:10.1145/3564625.3564658
{"id":"https://openalex.org/W4311165733","doi":"https://doi.org/10.1145/3564625.3564658","title":"Better Together: Attaining the Triad of Byzantine-robust Federated Learning via Local Update Amplification","display_name":"Better Together: Attaining the Triad of Byzantine-robust Federated Learning via Local Update Amplification","publication_year":2022,"publication_date":"2022-12-03","ids":{"openalex":"https://openalex.org/W4311165733","doi":"https://doi.org/10.1145/3564625.3564658"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3564625.3564658","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5037232394","display_name":"Liyue Shen","orcid":"https://orcid.org/0000-0002-5874-8316"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Liyue Shen","raw_affiliation_strings":["The University of Queensland, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Queensland, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100449630","display_name":"Yanjun Zhang","orcid":"https://orcid.org/0000-0001-5611-3483"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yanjun Zhang","raw_affiliation_strings":["Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079740424","display_name":"Jingwei Wang","orcid":"https://orcid.org/0000-0002-2301-7409"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jingwei Wang","raw_affiliation_strings":["The University of Queensland, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Queensland, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015858067","display_name":"Guangdong Bai","orcid":"https://orcid.org/0000-0002-6390-9890"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Guangdong Bai","raw_affiliation_strings":["The University of Queensland, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Queensland, Australia","institution_ids":["https://openalex.org/I165143802"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.61,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.751268,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":81,"max":84},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Techniques for Data Analysis and Machine Learning","score":1.0,"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 Techniques for Data Analysis and Machine Learning","score":1.0,"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 Deep Learning Models","score":0.9935,"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/T11307","display_name":"Advances in Transfer Learning and Domain Adaptation","score":0.954,"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/news-aggregator","display_name":"News aggregator","score":0.7202549},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated Learning","score":0.573365},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.41134316}],"concepts":[{"id":"https://openalex.org/C180505990","wikidata":"https://www.wikidata.org/wiki/Q498267","display_name":"News aggregator","level":2,"score":0.7202549},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.71079826},{"id":"https://openalex.org/C2778869765","wikidata":"https://www.wikidata.org/wiki/Q6028363","display_name":"Inefficiency","level":2,"score":0.61492616},{"id":"https://openalex.org/C104562893","wikidata":"https://www.wikidata.org/wiki/Q47591","display_name":"Byzantine architecture","level":2,"score":0.58319736},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.47554326},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.41134316},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3630969},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3615442},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.114762425},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.098605424},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09007871},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"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/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3564625.3564658","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":14,"referenced_works":["https://openalex.org/W105703852","https://openalex.org/W2329660289","https://openalex.org/W2535690855","https://openalex.org/W2911495555","https://openalex.org/W2912083425","https://openalex.org/W2962763344","https://openalex.org/W2964043980","https://openalex.org/W2995191368","https://openalex.org/W3038398868","https://openalex.org/W3138153888","https://openalex.org/W4205334064","https://openalex.org/W4283801341","https://openalex.org/W4285240195","https://openalex.org/W4365799995"],"related_works":["https://openalex.org/W962287279","https://openalex.org/W635625959","https://openalex.org/W3112734853","https://openalex.org/W3092831610","https://openalex.org/W3036238356","https://openalex.org/W2767445978","https://openalex.org/W2603387358","https://openalex.org/W2570892890","https://openalex.org/W2015184777","https://openalex.org/W2012785328"],"abstract_inverted_index":{"Manipulation":[0],"of":[1,22,64,75],"local":[2,6,42,65,78],"training":[3],"data":[4],"and":[5],"updates,":[7],"i.e.,":[8],"the":[9,14,19,23,49,62,68,72,76],"Byzantine":[10,46],"poisoning":[11],"attack,":[12],"is":[13],"main":[15],"threat":[16],"arising":[17],"from":[18,56],"collaborative":[20],"nature":[21],"federated":[24],"learning":[25],"(FL)":[26],"paradigm.":[27],"Many":[28],"Byzantine-robust":[29],"aggregation":[30],"algorithms":[31],"(AGRs)":[32],"have":[33],"been":[34],"proposed":[35],"to":[36,61],"filter":[37],"out":[38],"or":[39],"moderate":[40],"suspicious":[41],"updates":[43,66],"uploaded":[44],"by":[45,71],"participants":[47],"at":[48],"central":[50],"aggregator.":[51],"However,":[52],"they":[53],"largely":[54],"suffer":[55],"model":[57],"quality":[58],"degradation":[59],"due":[60],"over-removal":[63],"or/and":[67],"inefficiency":[69],"caused":[70],"expensive":[73],"analysis":[74],"high-dimensional":[77],"updates.":[79]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4311165733","counts_by_year":[{"year":2023,"cited_by_count":4}],"updated_date":"2024-10-09T21:10:02.012902","created_date":"2022-12-24"}