{"id":"https://openalex.org/W68856111","doi":null,"title":"Inference attacks in peer-to-peer homogeneous distributed data mining","display_name":"Inference attacks in peer-to-peer homogeneous distributed data mining","publication_year":2004,"publication_date":"2004-08-22","ids":{"openalex":"https://openalex.org/W68856111","mag":"68856111"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.59.1280","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.59.1280","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.dfki.de/~jcsilva/files/dasilva04inference.pdf","raw_type":"text"},"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/A5051391292","display_name":"Josenildo Costa da Silva","orcid":"https://orcid.org/0009-0005-7101-0980","observed_orcids":["https://orcid.org/0009-0005-7101-0980"]},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Josenildo Costa da Silva","raw_affiliation_strings":["Deduction and Multiagent Systems, German Research Centre for Artificial Intelligence, Saarbr\u00fccken, Germany#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deduction and Multiagent Systems, German Research Centre for Artificial Intelligence, Saarbr\u00fccken, Germany#TAB#","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059552632","display_name":"Matthias Klusch","orcid":"https://orcid.org/0009-0009-5431-8640","observed_orcids":["https://orcid.org/0009-0009-5431-8640"]},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Klusch","raw_affiliation_strings":["Deduction and Multiagent Systems, German Research Centre for Artificial Intelligence, Saarbr\u00fccken, Germany#TAB#"],"raw_orcid":"https://orcid.org/0009-0009-5431-8640","affiliations":[{"raw_affiliation_string":"Deduction and Multiagent Systems, German Research Centre for Artificial Intelligence, Saarbr\u00fccken, Germany#TAB#","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083738483","display_name":"Stefano Lodi","orcid":"https://orcid.org/0000-0001-8861-6341","observed_orcids":["https://orcid.org/0000-0001-8861-6341"]},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Lodi","raw_affiliation_strings":["Department of Electronics, Computer Science and Systems, University of Bologna, Bologna, BO, Italy#TAB#"],"raw_orcid":"https://orcid.org/0000-0001-8861-6341","affiliations":[{"raw_affiliation_string":"Department of Electronics, Computer Science and Systems, University of Bologna, Bologna, BO, Italy#TAB#","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079648393","display_name":"Gianluca Moro","orcid":"https://orcid.org/0000-0002-3663-7877","observed_orcids":["https://orcid.org/0000-0002-3663-7877"]},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianluca Moro","raw_affiliation_strings":["Department of Electronics, Computer Science and Systems, University of Bologna, Bologna, BO, Italy#TAB#"],"raw_orcid":"https://orcid.org/0000-0002-3663-7877","affiliations":[{"raw_affiliation_string":"Department of Electronics, Computer Science and Systems, University of Bologna, Bologna, BO, Italy#TAB#","institution_ids":["https://openalex.org/I9360294"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6282,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.84601441,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"450","last_page":"454"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9994999766349792,"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":0.9994999766349792,"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/T10927","display_name":"Access Control and Trust","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/inference-attacks","display_name":"inference attacks","score":0.9779999852180481},{"id":"https://openalex.org/keywords/peer-to-peer-networks","display_name":"peer-to-peer networks","score":0.8619999885559082},{"id":"https://openalex.org/keywords/distributed-data-mining","display_name":"distributed data mining","score":0.8569999933242798},{"id":"https://openalex.org/keywords/data-privacy","display_name":"data privacy","score":0.9169999957084656},{"id":"https://openalex.org/keywords/privacy-attacks","display_name":"privacy attacks","score":0.5630000233650208},{"id":"https://openalex.org/keywords/distributed-clustering","display_name":"distributed clustering","score":0.7260000109672546},{"id":"https://openalex.org/keywords/security-threats","display_name":"security threats","score":0.574999988079071}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7881391048431396},{"id":"https://openalex.org/C534932454","wikidata":"https://www.wikidata.org/wiki/Q161410","display_name":"Peer-to-peer","level":2,"score":0.7670374512672424},{"id":"https://openalex.org/C46355384","wikidata":"https://www.wikidata.org/wiki/Q726686","display_name":"Compromise","level":2,"score":0.6663392186164856},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6394957900047302},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6354233026504517},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4486003518104553},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.41815757751464844},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3674216866493225},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3521152138710022},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2878473997116089},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12303927540779114},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09967148303985596},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.59.1280","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.59.1280","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.dfki.de/~jcsilva/files/dasilva04inference.pdf","raw_type":"text"},{"id":"pmh:oai:cris.unibo.it:11585/13364","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/11585/13364","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"mag:68856111","doi":null,"is_oa":false,"landing_page_url":"https://cris.unibo.it/handle/11585/13364","pdf_url":null,"source":{"id":"https://openalex.org/S4306418308","display_name":"European Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"European Conference on Artificial Intelligence","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":25,"referenced_works":["https://openalex.org/W8734727","https://openalex.org/W1482736856","https://openalex.org/W1528076390","https://openalex.org/W1574534563","https://openalex.org/W1580456931","https://openalex.org/W1594105822","https://openalex.org/W1977493358","https://openalex.org/W2001336960","https://openalex.org/W2002352982","https://openalex.org/W2058970046","https://openalex.org/W2077884493","https://openalex.org/W2078937669","https://openalex.org/W2093367651","https://openalex.org/W2105564121","https://openalex.org/W2112022568","https://openalex.org/W2118020555","https://openalex.org/W2128906841","https://openalex.org/W2129905273","https://openalex.org/W2131154421","https://openalex.org/W2135239779","https://openalex.org/W2145341289","https://openalex.org/W2155335555","https://openalex.org/W2161067131","https://openalex.org/W2163524306","https://openalex.org/W2167411443"],"related_works":["https://openalex.org/W7099812962","https://openalex.org/W2024361821","https://openalex.org/W1513706493","https://openalex.org/W1607799170","https://openalex.org/W2244272192","https://openalex.org/W2313606422","https://openalex.org/W2163524306","https://openalex.org/W2334351922","https://openalex.org/W2002352982","https://openalex.org/W2345842425"],"abstract_inverted_index":{"Spontaneous":[0],"formation":[1],"of":[2,19],"peer-to-peer":[3,20,44,61],"agent-based":[4,45],"data":[5,32,40,47,57],"mining":[6,33,48],"systems":[7],"seems":[8],"a":[9,43,60],"plausible":[10],"scenario":[11],"in":[12,42,59],"years":[13],"to":[14,39],"come.":[15],"However,":[16],"the":[17],"emergence":[18],"environments":[21],"further":[22],"exacerbates":[23],"privacy":[24,41,58],"and":[25,50],"security":[26],"concerns":[27],"that":[28],"arise":[29],"when":[30],"performing":[31],"tasks.":[34],"We":[35],"analyze":[36],"potential":[37],"threats":[38],"distributed":[46,62],"scenario,":[49],"discuss":[51],"inference":[52],"attacks":[53],"which":[54],"could":[55],"compromise":[56],"clustering":[63],"scheme":[64],"known":[65],"as":[66],"KDEC.":[67]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2014,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2016-06-24T00:00:00"}