{"id":"https://openalex.org/W4411141627","doi":"https://doi.org/10.1145/3725239","title":"On the Adversarial Robustness of Locality-Sensitive Hashing in Hamming Space","display_name":"On the Adversarial Robustness of Locality-Sensitive Hashing in Hamming Space","publication_year":2025,"publication_date":"2025-06-09","ids":{"openalex":"https://openalex.org/W4411141627","doi":"https://doi.org/10.1145/3725239"},"language":"en","primary_location":{"id":"doi:10.1145/3725239","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3725239","pdf_url":null,"source":{"id":"https://openalex.org/S4387289859","display_name":"Proceedings of the ACM on Management of Data","issn_l":"2836-6573","issn":["2836-6573"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Management of Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://infoscience.epfl.ch/handle/20.500.14299/251212","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086773451","display_name":"Michael Kapralov","orcid":"https://orcid.org/0009-0006-2882-0459"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Michael Kapralov","raw_affiliation_strings":["EPFL, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0009-0006-2882-0459","affiliations":[{"raw_affiliation_string":"EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mikhail Makarov","orcid":"https://orcid.org/0009-0001-2425-1723"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mikhail Makarov","raw_affiliation_strings":["EPFL, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0009-0001-2425-1723","affiliations":[{"raw_affiliation_string":"EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034247955","display_name":"Christian Sohler","orcid":"https://orcid.org/0000-0001-8990-3326"},"institutions":[{"id":"https://openalex.org/I180923762","display_name":"University of Cologne","ror":"https://ror.org/00rcxh774","country_code":"DE","type":"education","lineage":["https://openalex.org/I180923762"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Sohler","raw_affiliation_strings":["University of Cologne, Cologne, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8990-3326","affiliations":[{"raw_affiliation_string":"University of Cologne, Cologne, Germany","institution_ids":["https://openalex.org/I180923762"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09867528,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":"2","first_page":"1","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998999834060669,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998999834060669,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9952999949455261,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9926999807357788,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hamming-space","display_name":"Hamming space","score":0.7189660668373108},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6067733764648438},{"id":"https://openalex.org/keywords/locality-sensitive-hashing","display_name":"Locality-sensitive hashing","score":0.5559654831886292},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5408776998519897},{"id":"https://openalex.org/keywords/hamming-distance","display_name":"Hamming distance","score":0.535615086555481},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.5258405804634094},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.49834680557250977},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.49423864483833313},{"id":"https://openalex.org/keywords/hamming-code","display_name":"Hamming code","score":0.42976728081703186},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.36440640687942505},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.27481257915496826},{"id":"https://openalex.org/keywords/hash-table","display_name":"Hash table","score":0.23195064067840576},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18257761001586914},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.13098040223121643},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.12929177284240723},{"id":"https://openalex.org/keywords/block-code","display_name":"Block code","score":0.11923471093177795},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11225861310958862}],"concepts":[{"id":"https://openalex.org/C2779494224","wikidata":"https://www.wikidata.org/wiki/Q5645799","display_name":"Hamming space","level":5,"score":0.7189660668373108},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6067733764648438},{"id":"https://openalex.org/C74270461","wikidata":"https://www.wikidata.org/wiki/Q1625299","display_name":"Locality-sensitive hashing","level":4,"score":0.5559654831886292},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5408776998519897},{"id":"https://openalex.org/C193319292","wikidata":"https://www.wikidata.org/wiki/Q272172","display_name":"Hamming distance","level":2,"score":0.535615086555481},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.5258405804634094},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.49834680557250977},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.49423864483833313},{"id":"https://openalex.org/C73150493","wikidata":"https://www.wikidata.org/wiki/Q853922","display_name":"Hamming code","level":4,"score":0.42976728081703186},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.36440640687942505},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27481257915496826},{"id":"https://openalex.org/C67388219","wikidata":"https://www.wikidata.org/wiki/Q207440","display_name":"Hash table","level":3,"score":0.23195064067840576},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18257761001586914},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13098040223121643},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.12929177284240723},{"id":"https://openalex.org/C157125643","wikidata":"https://www.wikidata.org/wiki/Q884707","display_name":"Block code","level":3,"score":0.11923471093177795},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11225861310958862},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3725239","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3725239","pdf_url":null,"source":{"id":"https://openalex.org/S4387289859","display_name":"Proceedings of the ACM on Management of Data","issn_l":"2836-6573","issn":["2836-6573"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Management of Data","raw_type":"journal-article"},{"id":"pmh:oai:infoscience.epfl.ch:20.500.14299/251212","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/251212","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"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":"research article"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:20.500.14299/251212","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/251212","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"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":"research article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W398859631","https://openalex.org/W1988355221","https://openalex.org/W2012833704","https://openalex.org/W2017851434","https://openalex.org/W2049758109","https://openalex.org/W2071572981","https://openalex.org/W2080844740","https://openalex.org/W2088101210","https://openalex.org/W2142669986","https://openalex.org/W2145065594","https://openalex.org/W2147717514","https://openalex.org/W2162006472","https://openalex.org/W2220258027","https://openalex.org/W2257108927","https://openalex.org/W2328357726","https://openalex.org/W2393639016","https://openalex.org/W2508919161","https://openalex.org/W2604946233","https://openalex.org/W2606414786","https://openalex.org/W2951895957","https://openalex.org/W2952460245","https://openalex.org/W3014289865","https://openalex.org/W3030848490","https://openalex.org/W3098173768","https://openalex.org/W3102877473","https://openalex.org/W3212455957","https://openalex.org/W4207000965","https://openalex.org/W4297415488","https://openalex.org/W4382239120","https://openalex.org/W4404848932","https://openalex.org/W6926491564","https://openalex.org/W6945111357"],"related_works":["https://openalex.org/W1993530675","https://openalex.org/W2371167013","https://openalex.org/W2613408642","https://openalex.org/W2182731056","https://openalex.org/W1519122282","https://openalex.org/W4235868261","https://openalex.org/W2140899540","https://openalex.org/W4380994333","https://openalex.org/W2158117886","https://openalex.org/W3203349595"],"abstract_inverted_index":{"Locality-sensitive":[0],"hashing":[1,89],"(Indyk-Motwani'98)":[2],"is":[3,47],"a":[4,16,98,113],"classical":[5],"data":[6,45,64,121,125],"structure":[7,46,122,126],"for":[8,54],"approximate":[9,117],"nearest":[10,30,71],"neighbor":[11,31,72,119],"search.":[12],"It":[13],"allows,":[14],"after":[15],"close":[17],"to":[18,26,93,115],"linear":[19],"time":[20,38],"preprocessing":[21],"of":[22,32,59,62,70,87],"the":[23,40,60,63,74,85,107,116,124,134],"input":[24],"dataset,":[25],"find":[27,112],"an":[28],"approximately":[29],"any":[33],"fixed":[34,56],"query":[35,57,114,136],"in":[36,39,90],"sublinear":[37],"dataset":[41],"size.":[42],"The":[43],"resulting":[44],"randomized":[48],"and":[49],"succeeds":[50],"with":[51],"high":[52],"probability":[53],"every":[55],"independent":[58],"randomness":[61],"structure.":[65],"In":[66,80],"many":[67],"modern":[68],"applications":[69],"search":[73,120],"queries":[75],"are,":[76],"however,":[77],"chosen":[78],"adaptively.":[79],"this":[81],"paper,":[82],"we":[83],"study":[84],"robustness":[86],"locality-sensitive":[88],"Hamming":[91],"space":[92],"adaptive":[94,131],"queries.":[95],"We":[96],"present":[97],"simple":[99],"adversary":[100],"that":[101,123],"can,":[102],"under":[103],"mild":[104],"assumptions":[105],"on":[106],"initial":[108],"point":[109],"set,":[110],"provably":[111],"near":[118],"fails":[127],"on.":[128],"Crucially,":[129],"our":[130],"algorithm":[132],"finds":[133],"hard":[135],"exponentially":[137],"faster":[138],"than":[139],"random":[140],"sampling.":[141]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
