{"id":"https://openalex.org/W4293254001","doi":"https://doi.org/10.1109/pst55820.2022.9851963","title":"A Feistel Network-based Prefix-Preserving Anonymization Approach, Applied To Network Traces","display_name":"A Feistel Network-based Prefix-Preserving Anonymization Approach, Applied To Network Traces","publication_year":2022,"publication_date":"2022-08-22","ids":{"openalex":"https://openalex.org/W4293254001","doi":"https://doi.org/10.1109/pst55820.2022.9851963"},"language":"en","primary_location":{"id":"doi:10.1109/pst55820.2022.9851963","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pst55820.2022.9851963","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 19th Annual International Conference on Privacy, Security &amp; Trust (PST)","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/A5084340348","display_name":"Shaveta Dandyan","orcid":null},"institutions":[{"id":"https://openalex.org/I194028371","display_name":"University of Regina","ror":"https://ror.org/03dzc0485","country_code":"CA","type":"education","lineage":["https://openalex.org/I194028371"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shaveta Dandyan","raw_affiliation_strings":["University of Regina,Department of Computer Science","Department of Computer Science, University of Regina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Regina,Department of Computer Science","institution_ids":["https://openalex.org/I194028371"]},{"raw_affiliation_string":"Department of Computer Science, University of Regina","institution_ids":["https://openalex.org/I194028371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003189561","display_name":"Habib Louafi","orcid":"https://orcid.org/0000-0002-3247-3115"},"institutions":[{"id":"https://openalex.org/I194028371","display_name":"University of Regina","ror":"https://ror.org/03dzc0485","country_code":"CA","type":"education","lineage":["https://openalex.org/I194028371"]},{"id":"https://openalex.org/I4210104314","display_name":"New York Institute of Technology","ror":"https://ror.org/01bghzb51","country_code":"US","type":"education","lineage":["https://openalex.org/I4210104314"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Habib Louafi","raw_affiliation_strings":["University of Regina,Department of Computer Science","Department of Computer Science, New York Institute of Technology (Vancouver)","Department of Computer Science, University of Regina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Regina,Department of Computer Science","institution_ids":["https://openalex.org/I194028371"]},{"raw_affiliation_string":"Department of Computer Science, New York Institute of Technology (Vancouver)","institution_ids":["https://openalex.org/I4210104314"]},{"raw_affiliation_string":"Department of Computer Science, University of Regina","institution_ids":["https://openalex.org/I194028371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026015679","display_name":"Samira Sadaoui","orcid":"https://orcid.org/0000-0002-9887-1570"},"institutions":[{"id":"https://openalex.org/I194028371","display_name":"University of Regina","ror":"https://ror.org/03dzc0485","country_code":"CA","type":"education","lineage":["https://openalex.org/I194028371"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Samira Sadaoui","raw_affiliation_strings":["University of Regina,Department of Computer Science","Department of Computer Science, University of Regina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Regina,Department of Computer Science","institution_ids":["https://openalex.org/I194028371"]},{"raw_affiliation_string":"Department of Computer Science, University of Regina","institution_ids":["https://openalex.org/I194028371"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2512,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48803809,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12034","display_name":"Digital and Cyber Forensics","score":0.9975000023841858,"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"}},"topics":[{"id":"https://openalex.org/T12034","display_name":"Digital and Cyber Forensics","score":0.9975000023841858,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9940999746322632,"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":0.9794999957084656,"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/computer-science","display_name":"Computer science","score":0.8231814503669739},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.6165014505386353},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5277146697044373},{"id":"https://openalex.org/keywords/prefix","display_name":"Prefix","score":0.4640950560569763},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.45135414600372314},{"id":"https://openalex.org/keywords/outsourcing","display_name":"Outsourcing","score":0.44473904371261597},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.43099260330200195},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3966456949710846}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8231814503669739},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.6165014505386353},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5277146697044373},{"id":"https://openalex.org/C141603448","wikidata":"https://www.wikidata.org/wiki/Q134830","display_name":"Prefix","level":2,"score":0.4640950560569763},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.45135414600372314},{"id":"https://openalex.org/C46934059","wikidata":"https://www.wikidata.org/wiki/Q61515","display_name":"Outsourcing","level":2,"score":0.44473904371261597},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.43099260330200195},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3966456949710846},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/pst55820.2022.9851963","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pst55820.2022.9851963","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 19th Annual International Conference on Privacy, Security &amp; Trust (PST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2358200898","https://openalex.org/W2325765407","https://openalex.org/W618293728","https://openalex.org/W2788012436","https://openalex.org/W200604156","https://openalex.org/W4231184955","https://openalex.org/W2374784346","https://openalex.org/W2291845669","https://openalex.org/W4286615217","https://openalex.org/W2041380991"],"abstract_inverted_index":{"Network":[0],"traces":[1,23,32,60],"represent":[2],"a":[3],"critical":[4],"piece":[5],"of":[6,14,67,80,164,174,189,195],"data":[7,69,82,99,141,161],"for":[8],"network":[9,22,47,59],"security.":[10],"Due":[11],"to":[12,19,24,27,44,63,109,185,211],"lack":[13],"expertise,":[15],"companies":[16,41],"are":[17,42,61,90,107,214],"forced":[18],"outsource":[20],"their":[21,46],"third":[25],"parties":[26],"perform":[28],"analytics":[29,89],"on":[30,122],"the":[31,58,65,68,78,81,88,98,103,123,147,155,160,172,178,187,193,204],"and":[33,37,70,135,143,158,209],"provide":[34],"security":[35,173,188],"feedback":[36],"recommendations.":[38],"However,":[39],"these":[40],"reluctant":[43],"share":[45],"traces,":[48],"as":[49,95,133],"they":[50],"comprise":[51],"sensitive":[52],"information":[53],"(e.g.,":[54],"IP":[55,104],"addresses).":[56],"Therefore,":[57],"anonymized":[62],"ensure":[64],"privacy":[66,142],"preserve":[71],"its":[72,144],"utility.":[73],"The":[74],"latter":[75],"guarantees":[76],"that":[77],"essence":[79],"remains":[83],"valid":[84],"after":[85],"anonymization,":[86],"otherwise":[87],"useless.":[91],"Existing":[92],"solutions,":[93],"such":[94,132],"CryptoPAN,":[96],"preserves":[97,139],"utility":[100,145],"(by":[101],"preserving":[102],"prefixes),":[105],"but":[106],"vulnerable":[108],"semantic":[110],"attacks.In":[111],"this":[112],"paper,":[113],"we":[114],"propose":[115],"an":[116],"anonymization":[117],"solution,":[118],"which":[119,125,181],"is":[120,126,182,198],"based":[121],"Feistel,":[124],"widely":[127,183],"used":[128,184],"in":[129],"encryption":[130,190],"systems,":[131],"DES":[134],"Twofish.":[136],"Our":[137],"solution":[138,153,176,197],"both":[140],"at":[146],"same":[148],"time.":[149],"We":[150,170],"validate":[151],"our":[152,168,175,196],"using":[154,177],"Kddcup99":[156],"dataset":[157],"measure":[159,186],"leakage":[162],"(dual":[163],"privacy)":[165],"provided":[166],"by":[167],"solution.":[169],"evaluate":[171],"avalanche":[179,207],"property,":[180],"systems.":[191],"Moreover,":[192],"efficacy":[194],"evaluated":[199],"against":[200],"Injection":[201,212],"attacks.":[202],"Overall,":[203],"obtained":[205],"results,":[206],"property":[208],"resistance":[210],"attacks,":[213],"appealing.":[215]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
