{"id":"https://openalex.org/W7168287496","doi":"https://doi.org/10.1109/icc59461.2026.11587837","title":"MEGA-Fence: Multi-metric Entropy-based GMM Aggregation to Defend Poisoning Attacks in FL","display_name":"MEGA-Fence: Multi-metric Entropy-based GMM Aggregation to Defend Poisoning Attacks in FL","publication_year":2026,"publication_date":"2026-05-24","ids":{"openalex":"https://openalex.org/W7168287496","doi":"https://doi.org/10.1109/icc59461.2026.11587837"},"language":null,"primary_location":{"id":"doi:10.1109/icc59461.2026.11587837","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc59461.2026.11587837","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2026 - 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/A5140734150","display_name":"M.A. Moyeen","orcid":null},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"M.A. Moyeen","raw_affiliation_strings":["Concordia University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Concordia University","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140633809","display_name":"Kuljeet Kaur","orcid":null},"institutions":[{"id":"https://openalex.org/I108192572","display_name":"HEC Montr\u00e9al","ror":"https://ror.org/05ww3wq27","country_code":"CA","type":"education","lineage":["https://openalex.org/I108192572"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kuljeet Kaur","raw_affiliation_strings":["ÉTS,Montreal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ÉTS,Montreal","institution_ids":["https://openalex.org/I108192572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140576711","display_name":"Anjali Agarwal","orcid":null},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Anjali Agarwal","raw_affiliation_strings":["Concordia University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Concordia University","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140601567","display_name":"Ricardo Manzano S.","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127975","display_name":"Ciech (Poland)","ror":"https://ror.org/02drpw934","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210127975"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Ricardo Manzano S.","raw_affiliation_strings":["Cistech Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cistech Ltd","institution_ids":["https://openalex.org/I4210127975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140739381","display_name":"Marzia Zaman","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101403","display_name":"Cistel Technology (Canada)","ror":"https://ror.org/01y8hgg23","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210101403"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Marzia Zaman","raw_affiliation_strings":["Cistel Technology Inc.,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cistel Technology Inc.,Canada","institution_ids":["https://openalex.org/I4210101403"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5140623568","display_name":"Nishith Goel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127975","display_name":"Ciech (Poland)","ror":"https://ror.org/02drpw934","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210127975"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Nishith Goel","raw_affiliation_strings":["Cistech Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cistech Ltd","institution_ids":["https://openalex.org/I4210127975"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.3190000057220459},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.289000004529953},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.21969999372959137},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.21879999339580536},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.20880000293254852}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.460999995470047},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3921000063419342},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.3190000057220459},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30660000443458557},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.289000004529953},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.21969999372959137},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.21879999339580536},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.20880000293254852},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.20469999313354492},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.20069999992847443}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc59461.2026.11587837","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc59461.2026.11587837","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2026 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-15T05:56:06.668201","created_date":"2026-07-15T00:00:00"}