{"id":"https://openalex.org/W3155075829","doi":"https://doi.org/10.1145/3404835.3463233","title":"Targeted Attack and Defense for Deep Hashing","display_name":"Targeted Attack and Defense for Deep Hashing","publication_year":2021,"publication_date":"2021-07-11","ids":{"openalex":"https://openalex.org/W3155075829","doi":"https://doi.org/10.1145/3404835.3463233","mag":"3155075829"},"language":"en","primary_location":{"id":"doi:10.1145/3404835.3463233","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3404835.3463233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval","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/A5026836722","display_name":"Xunguang Wang","orcid":"https://orcid.org/0000-0002-5330-2286"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xunguang Wang","raw_affiliation_strings":["Harbin\u00a0Institute\u00a0of\u00a0Technology, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Harbin\u00a0Institute\u00a0of\u00a0Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100459168","display_name":"Zheng Zhang","orcid":"https://orcid.org/0000-0003-1470-6998"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Zhang","raw_affiliation_strings":["Harbin\u00a0Institute\u00a0of\u00a0Technology & Peng Cheng Laboratory, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Harbin\u00a0Institute\u00a0of\u00a0Technology & Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793","https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101608632","display_name":"Guangming Lu","orcid":"https://orcid.org/0000-0002-6607-2264"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangming Lu","raw_affiliation_strings":["Harbin\u00a0Institute\u00a0of\u00a0Technology, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Harbin\u00a0Institute\u00a0of\u00a0Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100359961","display_name":"Yong Xu","orcid":"https://orcid.org/0000-0003-0530-2123"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Xu","raw_affiliation_strings":["Harbin\u00a0Institute\u00a0of\u00a0Technology & Peng Cheng Laboratory, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Harbin\u00a0Institute\u00a0of\u00a0Technology & Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793","https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5026836722"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":1.441,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.83715686,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2298","last_page":"2302"},"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":0.9991999864578247,"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":0.9991999864578247,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9980000257492065,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9977999925613403,"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/computer-science","display_name":"Computer science","score":0.8036482334136963},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.7399918437004089},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.642262876033783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5579589009284973},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5461590886116028},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5364165306091309},{"id":"https://openalex.org/keywords/universal-hashing","display_name":"Universal hashing","score":0.42937958240509033},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3891860246658325},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3309001326560974},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2930029034614563},{"id":"https://openalex.org/keywords/hash-table","display_name":"Hash table","score":0.22378164529800415},{"id":"https://openalex.org/keywords/double-hashing","display_name":"Double hashing","score":0.06544604897499084}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8036482334136963},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.7399918437004089},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.642262876033783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5579589009284973},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5461590886116028},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5364165306091309},{"id":"https://openalex.org/C116058348","wikidata":"https://www.wikidata.org/wiki/Q846912","display_name":"Universal hashing","level":5,"score":0.42937958240509033},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3891860246658325},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3309001326560974},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2930029034614563},{"id":"https://openalex.org/C67388219","wikidata":"https://www.wikidata.org/wiki/Q207440","display_name":"Hash table","level":3,"score":0.22378164529800415},{"id":"https://openalex.org/C138111711","wikidata":"https://www.wikidata.org/wiki/Q478351","display_name":"Double hashing","level":4,"score":0.06544604897499084},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3404835.3463233","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3404835.3463233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval","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":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1939575207","https://openalex.org/W2007972815","https://openalex.org/W2155803963","https://openalex.org/W2163605009","https://openalex.org/W2266728343","https://openalex.org/W2293824885","https://openalex.org/W2411707397","https://openalex.org/W2464915613","https://openalex.org/W2602753196","https://openalex.org/W2603766943","https://openalex.org/W2746600820","https://openalex.org/W2798834175","https://openalex.org/W2799245683","https://openalex.org/W2904169782","https://openalex.org/W2913932916","https://openalex.org/W2955273087","https://openalex.org/W2963187862","https://openalex.org/W2963207607","https://openalex.org/W2963398644","https://openalex.org/W2963857521","https://openalex.org/W2964153729","https://openalex.org/W2964253222","https://openalex.org/W2964280870","https://openalex.org/W2974497444","https://openalex.org/W3027918202","https://openalex.org/W3034303554","https://openalex.org/W3094967083","https://openalex.org/W3106412272","https://openalex.org/W3108980562","https://openalex.org/W3127286723"],"related_works":["https://openalex.org/W2132034299","https://openalex.org/W3124800526","https://openalex.org/W2088296667","https://openalex.org/W1551533237","https://openalex.org/W4251536634","https://openalex.org/W2185281229","https://openalex.org/W1750955152","https://openalex.org/W43986179","https://openalex.org/W4319653630","https://openalex.org/W3192973254"],"abstract_inverted_index":{"Deep":[0],"hashing":[1,25,41,61,139,172,179],"methods":[2],"have":[3],"been":[4],"intensively":[5],"studied":[6],"and":[7,54,97,121],"successfully":[8],"applied":[9],"in":[10],"massive":[11],"fast":[12],"image":[13],"retrieval.":[14,43,63,181],"However,":[15],"inherited":[16],"from":[17],"the":[18,55,82,86,91,105,110,114,118,122,134,152,169],"deficiency":[19],"of":[20,85,117,137,154,171],"deep":[21,24,60,138,178],"neural":[22],"networks,":[23],"models":[26],"can":[27,146,166],"be":[28],"easily":[29],"fooled":[30],"by":[31,108],"adversarial":[32,119,129,135,149,163,175],"examples,":[33],"which":[34,89],"brings":[35],"a":[36,49,65],"serious":[37],"security":[38],"risk":[39],"to":[40,72,132],"based":[42,62,180],"In":[44],"this":[45],"paper,":[46],"we":[47,103,126],"propose":[48],"novel":[50],"targeted":[51,106,156],"attack":[52,107,157],"method":[53,145],"first":[56],"defense":[57,164],"scheme":[58],"for":[59],"Specifically,":[64],"simple":[66],"yet":[67],"effective":[68],"PrototypeNet":[69],"is":[70,184],"designed":[71],"generate":[73],"category-level":[74],"semantic":[75,83,92],"embedding":[76],"(dubbed":[77],"prototype":[78,123],"code)":[79],"regarded":[80],"as":[81],"representative":[84],"target":[87],"label,":[88],"preserves":[90],"similarity":[93],"with":[94,99,151],"relevant":[95],"labels":[96],"dissimilarity":[98],"irrelevant":[100],"labels.":[101],"Subsequently,":[102],"conduct":[104],"minimizing":[109],"Hamming":[111],"distance":[112],"between":[113],"hash":[115],"code":[116,183],"sample":[120],"code.":[124],"Moreover,":[125],"provide":[127],"an":[128],"training":[130],"algorithm":[131],"improve":[133],"robustness":[136,170],"networks.":[140],"Extensive":[141],"experiments":[142],"demonstrate":[143],"our":[144,162],"produce":[147],"high-quality":[148],"samples":[150],"benefit":[153],"superior":[155],"performance":[158],"over":[159],"state-of-the-arts.":[160],"Importantly,":[161],"framework":[165],"significantly":[167],"boost":[168],"networks":[173],"against":[174],"attacks":[176],"on":[177],"The":[182],"available":[185],"at":[186],"https://github.com/xunguangwang/Targeted-Attack-and-Defense-for-Deep-Hashing.":[187]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}