{"id":"https://openalex.org/W2475179139","doi":"https://doi.org/10.1109/lsp.2016.2587327","title":"Learning with Privacy in Consensus + Obfuscation","display_name":"Learning with Privacy in Consensus + Obfuscation","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2475179139","doi":"https://doi.org/10.1109/lsp.2016.2587327","mag":"2475179139"},"language":"en","primary_location":{"id":"doi:10.1109/lsp.2016.2587327","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2016.2587327","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11573/967176","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042374975","display_name":"Paolo Braca","orcid":"https://orcid.org/0000-0002-3762-4373"},"institutions":[{"id":"https://openalex.org/I4210162703","display_name":"North Atlantic Treaty Organization","ror":"https://ror.org/05xagc088","country_code":"BE","type":"funder","lineage":["https://openalex.org/I4210162703"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Paolo Braca","raw_affiliation_strings":["NATO STO CMRE, La Spezia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NATO STO CMRE, La Spezia, Italy","institution_ids":["https://openalex.org/I4210162703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082140322","display_name":"Riccardo Lazzaretti","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162703","display_name":"North Atlantic Treaty Organization","ror":"https://ror.org/05xagc088","country_code":"BE","type":"funder","lineage":["https://openalex.org/I4210162703"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Riccardo Lazzaretti","raw_affiliation_strings":["NATO STO CMRE, La Spezia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NATO STO CMRE, La Spezia, Italy","institution_ids":["https://openalex.org/I4210162703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088577155","display_name":"Stefano Maran\u00f2","orcid":"https://orcid.org/0000-0002-5307-0980"},"institutions":[{"id":"https://openalex.org/I4210162703","display_name":"North Atlantic Treaty Organization","ror":"https://ror.org/05xagc088","country_code":"BE","type":"funder","lineage":["https://openalex.org/I4210162703"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Stefano Marano","raw_affiliation_strings":["NATO STO CMRE, La Spezia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NATO STO CMRE, La Spezia, Italy","institution_ids":["https://openalex.org/I4210162703"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033752533","display_name":"Vincenzo Matta","orcid":"https://orcid.org/0000-0002-2046-4027"},"institutions":[{"id":"https://openalex.org/I4210162703","display_name":"North Atlantic Treaty Organization","ror":"https://ror.org/05xagc088","country_code":"BE","type":"funder","lineage":["https://openalex.org/I4210162703"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Vincenzo Matta","raw_affiliation_strings":["NATO STO CMRE, La Spezia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NATO STO CMRE, La Spezia, Italy","institution_ids":["https://openalex.org/I4210162703"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210162703"],"apc_list":null,"apc_paid":null,"fwci":6.4965,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.96687679,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9986000061035156,"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":0.9986000061035156,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9941999912261963,"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/obfuscation","display_name":"Obfuscation","score":0.8454785346984863},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6894916296005249},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4746868312358856},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4512667655944824},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.34516844153404236}],"concepts":[{"id":"https://openalex.org/C40305131","wikidata":"https://www.wikidata.org/wiki/Q2616305","display_name":"Obfuscation","level":2,"score":0.8454785346984863},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6894916296005249},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4746868312358856},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4512667655944824},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34516844153404236}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lsp.2016.2587327","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2016.2587327","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Letters","raw_type":"journal-article"},{"id":"pmh:oai:iris.uniroma1.it:11573/967176","is_oa":true,"landing_page_url":"http://hdl.handle.net/11573/967176","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:iris.uniroma1.it:11573/967176","is_oa":true,"landing_page_url":"http://hdl.handle.net/11573/967176","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W391578156","https://openalex.org/W1538118056","https://openalex.org/W1540058325","https://openalex.org/W1998345701","https://openalex.org/W2020633490","https://openalex.org/W2024387789","https://openalex.org/W2040996859","https://openalex.org/W2050770647","https://openalex.org/W2051359738","https://openalex.org/W2074796812","https://openalex.org/W2096241946","https://openalex.org/W2117905067","https://openalex.org/W2120286056","https://openalex.org/W2123507903","https://openalex.org/W2126428682","https://openalex.org/W2127484045","https://openalex.org/W2129056129","https://openalex.org/W2129906637","https://openalex.org/W2148922257","https://openalex.org/W2153368486","https://openalex.org/W2160643434","https://openalex.org/W2911978475","https://openalex.org/W3104550706","https://openalex.org/W4247891445","https://openalex.org/W6632496705","https://openalex.org/W6632557299","https://openalex.org/W6758947373"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4224216661","https://openalex.org/W3210347767","https://openalex.org/W25973253","https://openalex.org/W3102737270","https://openalex.org/W3029194710","https://openalex.org/W2792957989","https://openalex.org/W1584401868","https://openalex.org/W2953382042","https://openalex.org/W4301374518"],"abstract_inverted_index":{"We":[0],"examine":[1],"the":[2,43,48,52,64,71],"interplay":[3],"between":[4],"learning":[5,13,72],"and":[6,26,55,73,84],"privacy":[7,36,74],"over":[8],"multiagent":[9],"consensus":[10,33,53,82],"networks.":[11],"The":[12,35],"objective":[14,37],"of":[15,20,31,39,42,70],"each":[16],"individual":[17,44],"agent":[18],"consists":[19,38],"computing":[21],"some":[22,60],"global":[23],"network":[24],"statistic,":[25],"is":[27,56,76],"accomplished":[28,57],"by":[29,58],"means":[30],"a":[32,81,86],"protocol.":[34],"preventing":[40],"inference":[41],"agents'":[45],"data":[46],"from":[47],"information":[49],"exchanged":[50],"during":[51],"stages,":[54],"adding":[59],"artificial":[61],"noise":[62],"to":[63,80,85],"observations":[65],"(obfuscation).":[66],"An":[67],"analytical":[68],"characterization":[69],"performance":[75],"provided,":[77],"with":[78],"reference":[79],"perturbing":[83],"consensus-preserving":[87],"obfuscation":[88],"strategy.":[89]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}