{"id":"https://openalex.org/W2533864241","doi":"https://doi.org/10.1109/wifs.2013.6707797","title":"Fast and secure similarity search in high dimensional space","display_name":"Fast and secure similarity search in high dimensional space","publication_year":2013,"publication_date":"2013-11-01","ids":{"openalex":"https://openalex.org/W2533864241","doi":"https://doi.org/10.1109/wifs.2013.6707797","mag":"2533864241"},"language":"en","primary_location":{"id":"doi:10.1109/wifs.2013.6707797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wifs.2013.6707797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Workshop on Information Forensics and Security (WIFS)","raw_type":"proceedings-article"},"type":"preprint","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/A5062906790","display_name":"Teddy Furon","orcid":"https://orcid.org/0000-0002-1565-765X"},"institutions":[{"id":"https://openalex.org/I4210133778","display_name":"Centre Inria de l'Universit\u00e9 de Rennes","ror":"https://ror.org/04040yw90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Teddy Furon","raw_affiliation_strings":["Inria Rennes, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria Rennes, Rennes, France","institution_ids":["https://openalex.org/I4210133778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111802678","display_name":"Herv\u00e9 Je\u01f5ou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133778","display_name":"Centre Inria de l'Universit\u00e9 de Rennes","ror":"https://ror.org/04040yw90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Herve Jegou","raw_affiliation_strings":["Inria Rennes, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria Rennes, Rennes, France","institution_ids":["https://openalex.org/I4210133778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112422144","display_name":"Laurent Amsaleg","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133778","display_name":"Centre Inria de l'Universit\u00e9 de Rennes","ror":"https://ror.org/04040yw90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laurent Amsaleg","raw_affiliation_strings":["Inria Rennes, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria Rennes, Rennes, France","institution_ids":["https://openalex.org/I4210133778"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018058480","display_name":"Benjamin Mathon","orcid":"https://orcid.org/0000-0001-9002-6711"},"institutions":[{"id":"https://openalex.org/I4210133778","display_name":"Centre Inria de l'Universit\u00e9 de Rennes","ror":"https://ror.org/04040yw90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Benjamin Mathon","raw_affiliation_strings":["Inria Rennes, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria Rennes, Rennes, France","institution_ids":["https://openalex.org/I4210133778"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210133778"],"apc_list":null,"apc_paid":null,"fwci":1.3814,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.85221794,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"73","last_page":"78"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11716","display_name":"Random Matrices and Applications","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9732000231742859,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/scalability","display_name":"Scalability","score":0.7241446375846863},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6951655149459839},{"id":"https://openalex.org/keywords/nearest-neighbor-search","display_name":"Nearest neighbor search","score":0.6791279911994934},{"id":"https://openalex.org/keywords/cosine-similarity","display_name":"Cosine similarity","score":0.6207089424133301},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.6136786341667175},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.595674455165863},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5550256967544556},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5260369777679443},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.49667292833328247},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4679029881954193},{"id":"https://openalex.org/keywords/secure-multi-party-computation","display_name":"Secure multi-party computation","score":0.42662158608436584},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2850809097290039},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2757719159126282},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24344760179519653},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.19643467664718628},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13997822999954224},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.11698949337005615}],"concepts":[{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7241446375846863},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6951655149459839},{"id":"https://openalex.org/C116738811","wikidata":"https://www.wikidata.org/wiki/Q608751","display_name":"Nearest neighbor search","level":2,"score":0.6791279911994934},{"id":"https://openalex.org/C2780762811","wikidata":"https://www.wikidata.org/wiki/Q1784941","display_name":"Cosine similarity","level":3,"score":0.6207089424133301},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.6136786341667175},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.595674455165863},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5550256967544556},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5260369777679443},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.49667292833328247},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4679029881954193},{"id":"https://openalex.org/C18396474","wikidata":"https://www.wikidata.org/wiki/Q2465888","display_name":"Secure multi-party computation","level":3,"score":0.42662158608436584},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2850809097290039},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2757719159126282},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24344760179519653},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.19643467664718628},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13997822999954224},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.11698949337005615},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wifs.2013.6707797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wifs.2013.6707797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Workshop on Information Forensics and Security (WIFS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2004022907","https://openalex.org/W2012833704","https://openalex.org/W2062493068","https://openalex.org/W2067952552","https://openalex.org/W2079232945","https://openalex.org/W2124509324","https://openalex.org/W2147717514","https://openalex.org/W2150307184","https://openalex.org/W2162006472","https://openalex.org/W2164464810","https://openalex.org/W2533461851","https://openalex.org/W4230940751"],"related_works":["https://openalex.org/W2389818373","https://openalex.org/W2220831889","https://openalex.org/W4312683641","https://openalex.org/W3027421045","https://openalex.org/W2576320324","https://openalex.org/W3013312691","https://openalex.org/W2980386803","https://openalex.org/W3215994059","https://openalex.org/W2319823519","https://openalex.org/W4206798987"],"abstract_inverted_index":{"Similarity":[0],"search":[1,17,25],"in":[2,44],"high":[3],"dimensional":[4],"space":[5,80],"database":[6,71],"is":[7,72],"split":[8],"into":[9],"two":[10,47],"worlds:":[11],"i)":[12],"fast,":[13],"scalable,":[14],"and":[15,23],"approximate":[16],"algorithms":[18],"which":[19,31],"are":[20,32],"not":[21,33,73],"secure,":[22],"ii)":[24],"protocols":[26],"based":[27],"on":[28],"secure":[29],"computation":[30],"scalable.":[34],"This":[35],"paper":[36],"presents":[37],"a":[38],"one-way":[39],"privacy":[40],"protocol":[41],"that":[42],"lies":[43],"between":[45],"these":[46],"worlds.":[48],"Approximate":[49],"metrics":[50],"for":[51],"the":[52,67,70,79],"cosine":[53],"similarity":[54],"allows":[55],"speed.":[56],"Elements":[57],"of":[58,69],"large":[59],"random":[60],"matrix":[61],"theory":[62],"provides":[63],"security":[64],"evidences":[65],"if":[66],"size":[68],"too":[74],"big":[75],"with":[76],"respect":[77],"to":[78],"dimension.":[81]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
