{"id":"https://openalex.org/W3198892687","doi":"https://doi.org/10.1145/3460426.3463640","title":"A Smart Adversarial Attack on Deep Hashing Based Image Retrieval","display_name":"A Smart Adversarial Attack on Deep Hashing Based Image Retrieval","publication_year":2021,"publication_date":"2021-08-24","ids":{"openalex":"https://openalex.org/W3198892687","doi":"https://doi.org/10.1145/3460426.3463640","mag":"3198892687"},"language":"en","primary_location":{"id":"doi:10.1145/3460426.3463640","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3460426.3463640","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3460426.3463640","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3460426.3463640","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040066380","display_name":"Junda Lu","orcid":"https://orcid.org/0000-0002-8795-8697"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Junda Lu","raw_affiliation_strings":["University of New South Wales, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065820235","display_name":"Mingyang Chen","orcid":"https://orcid.org/0000-0002-3464-0976"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mingyang Chen","raw_affiliation_strings":["University of New South Wales, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101796740","display_name":"Yifang Sun","orcid":"https://orcid.org/0000-0003-4872-9549"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifang Sun","raw_affiliation_strings":["Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100391896","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0002-1717-5785"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["The Hong Kong University of Science and Technology, HKSAR, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology, HKSAR, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100364982","display_name":"Yi Wang","orcid":"https://orcid.org/0000-0002-8448-8570"},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Wang","raw_affiliation_strings":["Dongguan University of Technology, Dongguan, China"],"affiliations":[{"raw_affiliation_string":"Dongguan University of Technology, Dongguan, China","institution_ids":["https://openalex.org/I2799850029"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079763362","display_name":"Xiaochun Yang","orcid":"https://orcid.org/0000-0002-6184-4771"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaochun Yang","raw_affiliation_strings":["Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5040066380"],"corresponding_institution_ids":["https://openalex.org/I31746571"],"apc_list":null,"apc_paid":null,"fwci":1.9598,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.88741513,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"227","last_page":"235"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9991999864578247,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9991999864578247,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9962000250816345,"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":0.9944000244140625,"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/adversarial-system","display_name":"Adversarial system","score":0.8019109964370728},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7289284467697144},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.7011172771453857},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4800244867801666},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4571918547153473},{"id":"https://openalex.org/keywords/hamming-distance","display_name":"Hamming distance","score":0.4527103006839752},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4155581295490265},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.412699818611145},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.359050452709198},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.35749152302742004},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2688477039337158},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2664894461631775}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.8019109964370728},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7289284467697144},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.7011172771453857},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4800244867801666},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4571918547153473},{"id":"https://openalex.org/C193319292","wikidata":"https://www.wikidata.org/wiki/Q272172","display_name":"Hamming distance","level":2,"score":0.4527103006839752},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4155581295490265},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.412699818611145},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.359050452709198},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.35749152302742004},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2688477039337158},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2664894461631775}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3460426.3463640","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3460426.3463640","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3460426.3463640","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-113206","is_oa":false,"landing_page_url":"http://lbdiscover.ust.hk/uresolver?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rfr_id=info:sid/HKUST:SPI&rft.genre=article&rft.issn=&rft.volume=&rft.issue=&rft.date=2021&rft.spage=227&rft.aulast=Lu&rft.aufirst=&rft.atitle=A+smart+adversarial+attack+on+deep+hashing+based+image+retrieval&rft.title=ICMR+2021+-+Proceedings+of+the+2021+International+Conference+on+Multimedia+Retrieval","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Conference paper"},{"id":"pmh:oai:repository.ust.hk:1783.1-113206","is_oa":false,"landing_page_url":"http://repository.ust.hk/ir/Record/1783.1-113206","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"}],"best_oa_location":{"id":"doi:10.1145/3460426.3463640","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3460426.3463640","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3460426.3463640","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"No poverty","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/1"}],"awards":[{"id":"https://openalex.org/G1498945779","display_name":null,"funder_award_id":"KCYKYQD2017003","funder_id":"https://openalex.org/F4320328566","funder_display_name":"Dongguan University of Technology"},{"id":"https://openalex.org/G2062114688","display_name":null,"funder_award_id":"61876038","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3436163316","display_name":null,"funder_award_id":"2020507140146","funder_id":"https://openalex.org/F4320328566","funder_display_name":"Dongguan University of Technology"},{"id":"https://openalex.org/G4607672196","display_name":null,"funder_award_id":"2020YFB1707900","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5517038434","display_name":null,"funder_award_id":"2020YFB","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5996259214","display_name":null,"funder_award_id":"62072088 and 61876038","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G668205497","display_name":null,"funder_award_id":"62072088","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6769090810","display_name":null,"funder_award_id":"2020YFB1707900","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7327592067","display_name":null,"funder_award_id":"2020003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8316141430","display_name":null,"funder_award_id":"2017003","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8877559423","display_name":null,"funder_award_id":"2020507140146","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8878748278","display_name":null,"funder_award_id":"2017003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323537","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597"},{"id":"https://openalex.org/F4320328566","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3198892687.pdf","grobid_xml":"https://content.openalex.org/works/W3198892687.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1923967535","https://openalex.org/W1939575207","https://openalex.org/W1956333070","https://openalex.org/W2097117768","https://openalex.org/W2099471712","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2243397390","https://openalex.org/W2293824885","https://openalex.org/W2396976214","https://openalex.org/W2460937040","https://openalex.org/W2461086877","https://openalex.org/W2508837377","https://openalex.org/W2573350151","https://openalex.org/W2594696540","https://openalex.org/W2618604876","https://openalex.org/W2798834175","https://openalex.org/W2808965910","https://openalex.org/W2904169782","https://openalex.org/W2914147668","https://openalex.org/W2920852583","https://openalex.org/W2958392555","https://openalex.org/W2963207607","https://openalex.org/W2963857521","https://openalex.org/W2964121744","https://openalex.org/W2964158883","https://openalex.org/W2964280870","https://openalex.org/W2984942115","https://openalex.org/W3009756253","https://openalex.org/W3017000014","https://openalex.org/W3043972982","https://openalex.org/W3086107251","https://openalex.org/W3109275961","https://openalex.org/W3118608800","https://openalex.org/W3128537296","https://openalex.org/W4240153047","https://openalex.org/W4300410929"],"related_works":["https://openalex.org/W4380075502","https://openalex.org/W4223943233","https://openalex.org/W4312200629","https://openalex.org/W4360585206","https://openalex.org/W4364306694","https://openalex.org/W4380086463","https://openalex.org/W4225161397","https://openalex.org/W3014300295","https://openalex.org/W3164822677","https://openalex.org/W4250304930"],"abstract_inverted_index":{"Deep":[0],"hashing":[1,29],"based":[2,30],"retrieval":[3,12,31],"models":[4,160],"have":[5],"been":[6,17],"widely":[7],"used":[8],"in":[9,21,27,103,142,161],"large-scale":[10],"image":[11],"systems.":[13],"Recently,":[14],"there":[15],"has":[16],"a":[18,75,90,111,143],"surging":[19],"interest":[20],"studying":[22],"the":[23,34,55,82,151],"adversarial":[24,38,77,85,105,140],"attack":[25,56,78,88,132,153,169],"problem":[26],"deep":[28],"models.":[32],"However,":[33],"effectiveness":[35,83],"of":[36,48,84,108],"existing":[37],"attacks":[39,141],"is":[40],"limited":[41],"by":[42],"their":[43],"poor":[44],"perturbation":[45,63,100,162],"management,":[46],"unawareness":[47],"ranking":[49],"weight,":[50],"and":[51,138,167],"only":[52],"laser-focusing":[53],"on":[54,110,164],"image.":[57],"These":[58],"shortages":[59],"lead":[60],"to":[61,80,96,116],"high":[62],"costs":[64],"yet":[65],"low":[66],"AP":[67],"reductions.":[68],"To":[69],"overcome":[70],"these":[71],"shortages,":[72],"we":[73,114],"propose":[74,115],"novel":[76],"framework":[79],"improve":[81],"attacks.":[86],"Our":[87],"designs":[89],"dimension-wise":[91],"surrogate":[92],"Hamming":[93],"distance":[94],"function":[95],"help":[97],"with":[98,122,135,150],"wiser":[99],"management.":[101],"Further,":[102],"generating":[104],"examples,":[106],"instead":[107],"focusing":[109],"single":[112],"image,":[113],"collectively":[117],"incorporate":[118],"relevant":[119],"images":[120],"combined":[121],"an":[123],"AP-oriented":[124],"(average":[125],"precision)":[126],"weight":[127],"function.":[128],"In":[129],"addition,":[130],"our":[131,155],"can":[133],"deal":[134],"both":[136,165],"untargeted":[137,166],"targeted":[139,168],"flexible":[144],"manner.":[145],"Extensive":[146],"experiments":[147],"demonstrate":[148],"that,":[149],"same":[152],"performance,":[154],"model":[156],"significantly":[157],"outperforms":[158],"state-of-the-art":[159],"cost":[163],"tasks.":[170]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
