{"id":"https://openalex.org/W4399729223","doi":"https://doi.org/10.1109/tifs.2024.3416030","title":"Texture Re-Scalable Universal Adversarial Perturbation","display_name":"Texture Re-Scalable Universal Adversarial Perturbation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399729223","doi":"https://doi.org/10.1109/tifs.2024.3416030"},"language":"en","primary_location":{"id":"doi:10.1109/tifs.2024.3416030","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2024.3416030","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Information Forensics and Security","raw_type":"journal-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/A5036183844","display_name":"Yihao Huang","orcid":"https://orcid.org/0000-0002-5784-770X"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Yihao Huang","raw_affiliation_strings":["College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026239594","display_name":"Qing Guo","orcid":"https://orcid.org/0000-0003-0974-9299"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3004594783","display_name":"Institute of High Performance Computing","ror":"https://ror.org/02n0ejh50","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3004594783","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Qing Guo","raw_affiliation_strings":["Institute of High-Performance Computing (IHPC) and the Centre for Frontier AI Research (CFAR), Agency for Science, Technology and Research (A*STAR), Queenstown, Singapore","Institute of High Performance Computing (IHPC) and Centre for Frontier AI Research (CFAR), Agency for Science, Technology and Research (A*STAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute of High-Performance Computing (IHPC) and the Centre for Frontier AI Research (CFAR), Agency for Science, Technology and Research (A*STAR), Queenstown, Singapore","institution_ids":["https://openalex.org/I115228651","https://openalex.org/I3004594783"]},{"raw_affiliation_string":"Institute of High Performance Computing (IHPC) and Centre for Frontier AI Research (CFAR), Agency for Science, Technology and Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I3004594783","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034751153","display_name":"Felix Juefei-Xu","orcid":"https://orcid.org/0000-0002-0857-8611"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3004594783","display_name":"Institute of High Performance Computing","ror":"https://ror.org/02n0ejh50","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3004594783","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["SG","US"],"is_corresponding":false,"raw_author_name":"Felix Juefei-Xu","raw_affiliation_strings":["Tandon School of Engineering, New York University, New York, NY, USA","Institute of High Performance Computing (IHPC) and Centre for Frontier AI Research (CFAR), Agency for Science, Technology and Research (A*STAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Tandon School of Engineering, New York University, New York, NY, USA","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"Institute of High Performance Computing (IHPC) and Centre for Frontier AI Research (CFAR), Agency for Science, Technology and Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I3004594783","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017425520","display_name":"Ming Hu","orcid":"https://orcid.org/0000-0002-5058-4660"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ming Hu","raw_affiliation_strings":["College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084784341","display_name":"Xiaojun Jia","orcid":"https://orcid.org/0000-0002-2018-9344"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xiaojun Jia","raw_affiliation_strings":["College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068837264","display_name":"Xiaochun Cao","orcid":"https://orcid.org/0000-0001-7141-708X"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaochun Cao","raw_affiliation_strings":["School of Cyber Science and Technology, Sun Yat-sen University, Shenzhen Campus, Shenzhen, China","School of Cyber Science and Technology, Shenzhen Campus, Sun Yat-sen University, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, Sun Yat-sen University, Shenzhen Campus, Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Cyber Science and Technology, Shenzhen Campus, Sun Yat-sen University, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054490662","display_name":"Geguang Pu","orcid":"https://orcid.org/0000-0001-9750-8334"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Geguang Pu","raw_affiliation_strings":["Software Engineering Institute, East China Normal University, Shanghai, China","East China Normal University, China"],"affiliations":[{"raw_affiliation_string":"Software Engineering Institute, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]},{"raw_affiliation_string":"East China Normal University, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100355692","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0001-7300-9215"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5036183844"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":3.2456,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.91524888,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"19","issue":null,"first_page":"8291","last_page":"8305"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9682000279426575,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9682000279426575,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9611999988555908,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9575999975204468,"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":0.776130199432373},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.7228450775146484},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5105382204055786},{"id":"https://openalex.org/keywords/perturbation","display_name":"Perturbation (astronomy)","score":0.45623138546943665},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4011882543563843},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3799758553504944},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32791438698768616},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09419173002243042}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.776130199432373},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7228450775146484},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5105382204055786},{"id":"https://openalex.org/C177918212","wikidata":"https://www.wikidata.org/wiki/Q803623","display_name":"Perturbation (astronomy)","level":2,"score":0.45623138546943665},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4011882543563843},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3799758553504944},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32791438698768616},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09419173002243042},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tifs.2024.3416030","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2024.3416030","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Information Forensics and Security","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.46000000834465027,"display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G2275947126","display_name":null,"funder_award_id":"2020AAA0107800","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4414281452","display_name":null,"funder_award_id":"62025604","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6036235291","display_name":null,"funder_award_id":"NCRP25-P04-TAICeN","funder_id":"https://openalex.org/F4320320709","funder_display_name":"National Research Foundation Singapore"},{"id":"https://openalex.org/G7822712350","display_name":null,"funder_award_id":"NRF-NRFI06-2020-0001","funder_id":"https://openalex.org/F4320320709","funder_display_name":"National Research Foundation Singapore"},{"id":"https://openalex.org/G8982717833","display_name":null,"funder_award_id":"AISG2-GC-2023-008","funder_id":"https://openalex.org/F4320320709","funder_display_name":"National Research Foundation Singapore"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W2117539524","https://openalex.org/W2194775991","https://openalex.org/W2243397390","https://openalex.org/W2543927648","https://openalex.org/W2732026016","https://openalex.org/W2962858109","https://openalex.org/W2963047332","https://openalex.org/W2963150697","https://openalex.org/W2963163009","https://openalex.org/W2963184668","https://openalex.org/W2963446712","https://openalex.org/W2963560523","https://openalex.org/W2963809642","https://openalex.org/W2963855547","https://openalex.org/W2963857521","https://openalex.org/W2971848556","https://openalex.org/W2983042735","https://openalex.org/W2994027480","https://openalex.org/W2997502936","https://openalex.org/W3034643863","https://openalex.org/W3034971973","https://openalex.org/W3138516171","https://openalex.org/W3163465952","https://openalex.org/W3190041646","https://openalex.org/W3207908683","https://openalex.org/W3208993340","https://openalex.org/W4210541032","https://openalex.org/W4225125774","https://openalex.org/W4226243523","https://openalex.org/W4246193833","https://openalex.org/W4282934494","https://openalex.org/W4283817929","https://openalex.org/W4288104392","https://openalex.org/W4293704294","https://openalex.org/W4308831279","https://openalex.org/W4312420092","https://openalex.org/W4312543911","https://openalex.org/W4381785636","https://openalex.org/W4382568144","https://openalex.org/W4386076325","https://openalex.org/W4387968577","https://openalex.org/W4388189238","https://openalex.org/W4388623454","https://openalex.org/W4389252586","https://openalex.org/W4390190425","https://openalex.org/W4390871686","https://openalex.org/W4392904558","https://openalex.org/W4393152558","https://openalex.org/W4393212485","https://openalex.org/W6637162671","https://openalex.org/W6637373629","https://openalex.org/W6640425456","https://openalex.org/W6729756640","https://openalex.org/W6739868092","https://openalex.org/W6762718338","https://openalex.org/W6774469542","https://openalex.org/W6803813760","https://openalex.org/W6838695150","https://openalex.org/W6839656003","https://openalex.org/W6851123249","https://openalex.org/W6852885530","https://openalex.org/W6859228745","https://openalex.org/W6862893066"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W4288019534"],"abstract_inverted_index":{"Universal":[0],"adversarial":[1],"perturbation":[2,12,45],"(UAP),":[3],"also":[4],"known":[5],"as":[6],"image-agnostic":[7],"perturbation,":[8],"is":[9],"a":[10,41,61,86,117,121,146,169,179],"fixed":[11],"map":[13,46,124],"that":[14,108,153,161,172],"can":[15,162],"fool":[16,163],"the":[17,34,52,66,93,96,109,133,174,183,212],"classifier":[18],"with":[19,157],"high":[20],"probabilities":[21],"on":[22,198],"arbitrary":[23],"images,":[24,49],"making":[25],"it":[26,84,127],"more":[27,166],"practical":[28],"for":[29,47,189],"attacking":[30],"deep":[31,164],"models":[32,165,206],"in":[33,55,60,81,182],"real":[35],"world.":[36],"Previous":[37],"UAP":[38,94,123,144,150,194,201],"methods":[39],"generate":[40],"scale-fixed":[42],"and":[43,57,88,125,129,186,192,207],"texture-fixed":[44],"all":[48],"which":[50],"ignores":[51],"multi-scale":[53],"objects":[54,75],"images":[56],"usually":[58],"results":[59],"low":[62],"fooling":[63,110,184],"ratio.":[64],"Since":[65],"widely":[67],"used":[68],"convolution":[69],"neural":[70],"networks":[71],"tend":[72],"to":[73,77,91,119,131],"classify":[74],"according":[76],"semantic":[78],"information":[79],"stored":[80],"local":[82,100,159],"textures,":[83],"seems":[85],"reasonable":[87],"intuitive":[89],"way":[90],"improve":[92],"from":[95],"perspective":[97],"of":[98,215],"utilizing":[99],"contents":[101],"effectively.":[102],"In":[103],"this":[104,138],"work,":[105],"we":[106,115,140],"find":[107],"ratios":[111],"significantly":[112],"increase":[113],"when":[114],"add":[116],"constraint":[118],"encourage":[120],"small-scale":[122],"repeat":[126],"vertically":[128],"horizontally":[130],"fill":[132],"whole":[134],"image":[135],"domain.":[136],"To":[137],"end,":[139],"propose":[141],"texture":[142,175],"scale-constrained":[143],"(TSC-UAP),":[145],"simple":[147],"yet":[148],"effective":[149],"enhancement":[151],"method":[152],"automatically":[154],"generates":[155],"UAPs":[156],"category-specific":[158],"textures":[160],"easily.":[167],"Through":[168],"low-cost":[170],"operation":[171],"restricts":[173],"scale,":[176],"TSC-UAP":[177],"achieves":[178],"considerable":[180],"improvement":[181],"ratio":[185],"attack":[187],"transferability":[188],"both":[190],"data-dependent":[191],"data-free":[193],"methods.":[195],"Experiments":[196],"conducted":[197],"two":[199],"state-of-the-art":[200],"methods,":[202],"eight":[203],"popular":[204],"CNN":[205],"four":[208],"classical":[209],"datasets":[210],"show":[211],"remarkable":[213],"performance":[214],"TSC-UAP.":[216]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}