{"id":"https://openalex.org/W3095209161","doi":null,"title":"Hardened Model Aggregation for Federated Learning backed by Distributed Trust Towards decentralizing Federated Learning using a Blockchain","display_name":"Hardened Model Aggregation for Federated Learning backed by Distributed Trust Towards decentralizing Federated Learning using a Blockchain","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3095209161","mag":"3095209161"},"language":"en","primary_location":{"id":"mag:3095209161","doi":null,"is_oa":false,"landing_page_url":"http://uu.diva-portal.org/smash/record.jsf?pid=diva2:1480881","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5015282683","display_name":"Morsbach Felix Johannes","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Morsbach Felix Johannes","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5015282683"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.251,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.55299689,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9897000193595886,"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":0.9897000193595886,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.005499999970197678,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.002199999988079071,"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/federated-learning","display_name":"federated learning","score":0.9610000252723694},{"id":"https://openalex.org/keywords/model-aggregation","display_name":"model aggregation","score":0.7889999747276306},{"id":"https://openalex.org/keywords/blockchain","display_name":"blockchain","score":0.7129999995231628},{"id":"https://openalex.org/keywords/distributed-trust","display_name":"distributed trust","score":0.8519999980926514},{"id":"https://openalex.org/keywords/decentralization-distributed-systems","display_name":"decentralization (distributed systems)","score":0.8109999895095825},{"id":"https://openalex.org/keywords/data-poisoning-attacks","display_name":"data poisoning","score":0.4959999918937683},{"id":"https://openalex.org/keywords/security-challenges","display_name":"security challenges","score":0.38999998569488525}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.8567146062850952},{"id":"https://openalex.org/C2779582901","wikidata":"https://www.wikidata.org/wiki/Q21013010","display_name":"Distributed learning","level":2,"score":0.5819869637489319},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5616598129272461},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.5581580996513367},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5567246079444885},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4926450848579407},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34968671202659607},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.33350682258605957},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2510056495666504},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3095209161","doi":null,"is_oa":false,"landing_page_url":"http://uu.diva-portal.org/smash/record.jsf?pid=diva2:1480881","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W572872720","https://openalex.org/W893234787","https://openalex.org/W2053637704","https://openalex.org/W2112796928","https://openalex.org/W2160815625","https://openalex.org/W2181893202","https://openalex.org/W2213443318","https://openalex.org/W2760843627","https://openalex.org/W2767066031","https://openalex.org/W2781091734","https://openalex.org/W2907500576","https://openalex.org/W2912213068","https://openalex.org/W2930456362","https://openalex.org/W2951832089"],"related_works":["https://openalex.org/W7106326644","https://openalex.org/W4307945509","https://openalex.org/W7222955387","https://openalex.org/W4285006107","https://openalex.org/W4313446909","https://openalex.org/W4390174478","https://openalex.org/W4387762931","https://openalex.org/W7220744611","https://openalex.org/W4408748687","https://openalex.org/W4399574498"],"abstract_inverted_index":{"Federated":[0],"learning":[1,7],"enables":[2],"the":[3],"training":[4],"of":[5],"machine":[6],"models":[8],"on":[9],"isolated":[10],"data":[11],"islands":[12],"but":[13],"also":[14],"introduces":[15],"new":[16],"security":[17],"challenges.":[18],"Besides":[19],"training-data-poisoning":[20],"and":[21],"model-update-poisoning,":[22],"...":[24]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-10-04T09:36:47.201465","created_date":"2020-11-09T00:00:00"}