{"id":"https://openalex.org/W2043061568","doi":"https://doi.org/10.1109/infcom.2012.6195626","title":"Obfuscation of sensitive data in network flows","display_name":"Obfuscation of sensitive data in network flows","publication_year":2012,"publication_date":"2012-03-01","ids":{"openalex":"https://openalex.org/W2043061568","doi":"https://doi.org/10.1109/infcom.2012.6195626","mag":"2043061568"},"language":"en","primary_location":{"id":"doi:10.1109/infcom.2012.6195626","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcom.2012.6195626","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Proceedings IEEE INFOCOM","raw_type":"proceedings-article"},"type":"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/A5074097123","display_name":"Daniele Riboni","orcid":"https://orcid.org/0000-0002-0695-2040"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Daniele Riboni","raw_affiliation_strings":["Dipartimento di Informatica e Comunicazione, Universit\u00e0 degli Studi di Milano, Milan, Italy","Dipartimento di Informatica e Comunicazione, Universit\u00e0 degli Studi di Milano, Via Comelico 39, Milan 20135, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica e Comunicazione, Universit\u00e0 degli Studi di Milano, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"Dipartimento di Informatica e Comunicazione, Universit\u00e0 degli Studi di Milano, Via Comelico 39, Milan 20135, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104532668","display_name":"Antonio Villani","orcid":null},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Villani","raw_affiliation_strings":["Dipartimento di Informatica, Universit\u00e0 di Roma La Sapienza, Rome, Italy","Dipartimento di Informatica, Universit\u00e0 di Roma \u201cLa Sapienza\u201d, Via Salaria 113, Rome 00198, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 di Roma La Sapienza, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 di Roma \u201cLa Sapienza\u201d, Via Salaria 113, Rome 00198, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014552920","display_name":"Domenico Vitali","orcid":null},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Domenico Vitali","raw_affiliation_strings":["Dipartimento di Informatica, Universit\u00e0 di Roma La Sapienza, Rome, Italy","Dipartimento di Informatica, Universit\u00e0 di Roma \u201cLa Sapienza\u201d, Via Salaria 113, Rome 00198, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 di Roma La Sapienza, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 di Roma \u201cLa Sapienza\u201d, Via Salaria 113, Rome 00198, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010533347","display_name":"Cl\u00e1udio Bettini","orcid":"https://orcid.org/0000-0002-1727-7650"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claudio Bettini","raw_affiliation_strings":["Dipartimento di Informatica e Comunicazione, Universit\u00e0 degli Studi di Milano, Milan, Italy","Dipartimento di Informatica e Comunicazione, Universit\u00e0 degli Studi di Milano, Via Comelico 39, Milan 20135, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica e Comunicazione, Universit\u00e0 degli Studi di Milano, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"Dipartimento di Informatica e Comunicazione, Universit\u00e0 degli Studi di Milano, Via Comelico 39, Milan 20135, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046905749","display_name":"Luigi V. Mancini","orcid":"https://orcid.org/0000-0003-4859-2191"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luigi V. Mancini","raw_affiliation_strings":["Dipartimento di Informatica, Universit\u00e0 di Roma La Sapienza, Rome, Italy","Dipartimento di Informatica, Universit\u00e0 di Roma \u201cLa Sapienza\u201d, Via Salaria 113, Rome 00198, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 di Roma La Sapienza, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 di Roma \u201cLa Sapienza\u201d, Via Salaria 113, Rome 00198, Italy","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5074097123"],"corresponding_institution_ids":["https://openalex.org/I189158943"],"apc_list":null,"apc_paid":null,"fwci":2.6528,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.90425484,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2372","last_page":"2380"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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":0.9998999834060669,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9998999834060669,"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/T10237","display_name":"Cryptography and Data Security","score":0.9936000108718872,"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":0.8770411014556885},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8320264220237732},{"id":"https://openalex.org/keywords/microdata","display_name":"Microdata (statistics)","score":0.6506480574607849},{"id":"https://openalex.org/keywords/adversary","display_name":"Adversary","score":0.6427463293075562},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.6420899629592896},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.542148232460022},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.48517733812332153},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.40029919147491455}],"concepts":[{"id":"https://openalex.org/C40305131","wikidata":"https://www.wikidata.org/wiki/Q2616305","display_name":"Obfuscation","level":2,"score":0.8770411014556885},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8320264220237732},{"id":"https://openalex.org/C2778355071","wikidata":"https://www.wikidata.org/wiki/Q1933849","display_name":"Microdata (statistics)","level":4,"score":0.6506480574607849},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.6427463293075562},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.6420899629592896},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.542148232460022},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.48517733812332153},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.40029919147491455},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C52130261","wikidata":"https://www.wikidata.org/wiki/Q39825","display_name":"Census","level":3,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/infcom.2012.6195626","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcom.2012.6195626","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Proceedings IEEE INFOCOM","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.221.5437","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.221.5437","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://homes.dico.unimi.it/%7Eriboni/infocom12.pdf","raw_type":"text"},{"id":"pmh:oai:iris.unica.it:11584/195196","is_oa":false,"landing_page_url":"http://hdl.handle.net/11584/195196","pdf_url":null,"source":{"id":"https://openalex.org/S4377196293","display_name":"UNICA IRIS Institutional Research Information System (University of Cagliari)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172446870","host_organization_name":"University of Cagliari","host_organization_lineage":["https://openalex.org/I172446870"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},{"id":"pmh:oai:iris.uniroma1.it:11573/474143","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?eid=2-s2.0-84861603123&partnerID=65&md5=e018e62dd59e0be98b5fc6190eb827f5","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.46000000834465027}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W168797581","https://openalex.org/W1545904932","https://openalex.org/W1594076931","https://openalex.org/W1805704774","https://openalex.org/W2008798004","https://openalex.org/W2037838598","https://openalex.org/W2052806235","https://openalex.org/W2078021840","https://openalex.org/W2085533912","https://openalex.org/W2100668339","https://openalex.org/W2113884175","https://openalex.org/W2119067110","https://openalex.org/W2121662215","https://openalex.org/W2132678785","https://openalex.org/W2134167315","https://openalex.org/W2134479759","https://openalex.org/W2136114025","https://openalex.org/W2147215426","https://openalex.org/W2151856781","https://openalex.org/W2155268106","https://openalex.org/W2949839345","https://openalex.org/W4239856175","https://openalex.org/W6606900829","https://openalex.org/W6635554926","https://openalex.org/W6638227319"],"related_works":["https://openalex.org/W2950653718","https://openalex.org/W4288419224","https://openalex.org/W2348766315","https://openalex.org/W2029198551","https://openalex.org/W2374049068","https://openalex.org/W4287865973","https://openalex.org/W3008951265","https://openalex.org/W4234893123","https://openalex.org/W2951706093","https://openalex.org/W2043061568"],"abstract_inverted_index":{"In":[0,87],"the":[1,4,27,40,51,57,74,107,148],"last":[2],"decade,":[3],"release":[5],"of":[6,43,53,121,150],"network":[7,19,28,44,65,85,97,123,151,154],"flows":[8,20,66,98,124,152],"has":[9],"gained":[10],"significant":[11],"popularity":[12],"among":[13],"researchers":[14],"and":[15,33,47,137],"networking":[16],"communities.":[17],"Indeed,":[18],"are":[21,80],"a":[22,92,118],"fundamental":[23],"tool":[24],"for":[25,96,153],"modeling":[26],"behavior,":[29],"identifying":[30],"security":[31,46],"attacks,":[32],"validating":[34],"research":[35],"results.":[36],"Unfortunately,":[37],"due":[38],"to":[39,63,84],"sensitive":[41,135],"nature":[42],"flows,":[45],"privacy":[48],"concerns":[49],"discourage":[50],"publication":[52],"such":[54],"datasets.":[55],"On":[56,73],"one":[58],"hand,":[59,76],"existing":[60],"techniques":[61,79],"proposed":[62],"sanitize":[64],"do":[67],"not":[68,81],"provide":[69],"any":[70],"formal":[71,101],"guarantees.":[72],"other":[75],"microdata":[77],"anonymization":[78],"directly":[82],"applicable":[83],"flows.":[86],"this":[88],"paper,":[89],"we":[90],"propose":[91],"novel":[93],"obfuscation":[94,145],"technique":[95,146],"that":[99,143],"provides":[100],"guarantees":[102],"under":[103],"realistic":[104],"assumptions":[105],"about":[106],"adversary's":[108],"knowledge.":[109],"Our":[110],"work":[111],"is":[112],"supported":[113],"by":[114],"extensive":[115],"experiments":[116],"with":[117],"large":[119],"set":[120],"real":[122],"collected":[125],"at":[126],"an":[127],"important":[128],"Italian":[129],"Tier":[130],"II":[131],"Autonomous":[132],"System,":[133],"hosting":[134],"government":[136],"corporate":[138],"sites.":[139],"Experimental":[140],"results":[141],"show":[142],"our":[144],"preserves":[147],"utility":[149],"traffic":[155],"analysis.":[156]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}