{"id":"https://openalex.org/W4327521167","doi":"https://doi.org/10.1145/3573428.3573661","title":"Misleading Image Classification with Multi-shearing and Random Padding","display_name":"Misleading Image Classification with Multi-shearing and Random Padding","publication_year":2022,"publication_date":"2022-10-21","ids":{"openalex":"https://openalex.org/W4327521167","doi":"https://doi.org/10.1145/3573428.3573661"},"language":"en","primary_location":{"id":"doi:10.1145/3573428.3573661","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3573428.3573661","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering","raw_type":"proceedings-article"},"type":"conference-paper","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/A5091185441","display_name":"Chenwei Li","orcid":"https://orcid.org/0000-0003-2871-7364"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chenwei Li","raw_affiliation_strings":["State Key Laboratory of Mathematical Engineering and Advanced Computing, Henan Key Laboratory of Information Security, China"],"raw_orcid":"https://orcid.org/0000-0003-2871-7364","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mathematical Engineering and Advanced Computing, Henan Key Laboratory of Information Security, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010302360","display_name":"Zheming Li","orcid":"https://orcid.org/0000-0002-5599-0078"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zheming Li","raw_affiliation_strings":["State Key Laboratory of Mathematical Engineering and Advanced Computing, Henan Key Laboratory of Information Security, China"],"raw_orcid":"https://orcid.org/0000-0002-5599-0078","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mathematical Engineering and Advanced Computing, Henan Key Laboratory of Information Security, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100657706","display_name":"Bo Yang","orcid":"https://orcid.org/0000-0002-0859-2747"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bo Yang","raw_affiliation_strings":["State Key Laboratory of Mathematical Engineering and Advanced Computing, Henan Key Laboratory of Information Security, China"],"raw_orcid":"https://orcid.org/0000-0002-0859-2747","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mathematical Engineering and Advanced Computing, Henan Key Laboratory of Information Security, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047763068","display_name":"Hengwei Zhang","orcid":"https://orcid.org/0000-0002-1649-7336"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hengwei Zhang","raw_affiliation_strings":["State Key Laboratory of Mathematical Engineering and Advanced Computing, Henan Key Laboratory of Information Security, China"],"raw_orcid":"https://orcid.org/0000-0002-1649-7336","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mathematical Engineering and Advanced Computing, Henan Key Laboratory of Information Security, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1687,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48028057,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1312","last_page":"1316"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998000264167786,"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":0.9998000264167786,"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":0.954200029373169,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9072999954223633,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.9019202589988708},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7410300970077515},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.7355732321739197},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6468794345855713},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5771004557609558},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5356279015541077},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5231539011001587},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.512626588344574},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.4473320245742798},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.434475839138031},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.42105311155319214},{"id":"https://openalex.org/keywords/transferability","display_name":"Transferability","score":0.4147907495498657},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3976471424102783},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3719353973865509}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.9019202589988708},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7410300970077515},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7355732321739197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6468794345855713},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5771004557609558},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5356279015541077},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5231539011001587},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.512626588344574},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.4473320245742798},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.434475839138031},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.42105311155319214},{"id":"https://openalex.org/C61272859","wikidata":"https://www.wikidata.org/wiki/Q7834031","display_name":"Transferability","level":3,"score":0.4147907495498657},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3976471424102783},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3719353973865509},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C140331021","wikidata":"https://www.wikidata.org/wiki/Q1868104","display_name":"Logit","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},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3573428.3573661","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3573428.3573661","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W9657784","https://openalex.org/W592963477","https://openalex.org/W2117539524","https://openalex.org/W2147800946","https://openalex.org/W2183341477","https://openalex.org/W2302255633","https://openalex.org/W2603766943","https://openalex.org/W2918022439","https://openalex.org/W2925709178","https://openalex.org/W2962847335","https://openalex.org/W3103836116","https://openalex.org/W4206316065"],"related_works":["https://openalex.org/W4288055406","https://openalex.org/W3137894200","https://openalex.org/W3092178728","https://openalex.org/W4226402597","https://openalex.org/W4200630034","https://openalex.org/W3132910851","https://openalex.org/W4377864639","https://openalex.org/W2997056298","https://openalex.org/W2950864148","https://openalex.org/W2570685808"],"abstract_inverted_index":{"Neural":[0],"networks":[1],"are":[2,136],"vulnerable":[3],"when":[4],"input":[5],"data":[6,107],"is":[7,13,51,131,154,165],"applied":[8],"with":[9,31,116,146],"human-imperceptible":[10],"perturbations,":[11],"which":[12],"called":[14],"adversarial":[15,23,81,90,120,144],"examples.":[16],"When":[17],"used":[18],"in":[19,73,89,113,119],"image":[20],"classification":[21],"models,":[22,161],"examples":[24,82,145],"mislead":[25],"neural":[26],"netwoks":[27],"to":[28,37,58,63,68,79,83,98,106,138,168],"classify":[29],"images":[30,112],"wrong":[32],"labels,":[33],"posing":[34],"great":[35],"threat":[36],"network":[38,74],"security.":[39],"White-box":[40],"attack":[41,56],"has":[42],"achieved":[43],"considerable":[44],"success":[45],"rate,":[46],"for":[47],"the":[48,64,69,125,134,163],"model":[49,70,128],"structure":[50],"already":[52],"known.":[53],"But":[54],"black-box":[55],"remains":[57],"be":[59],"improved,":[60,166],"so":[61],"as":[62],"transferability.":[65,103],"We":[66],"refer":[67],"augmentation":[71],"method":[72,97,153],"training":[75],"process,":[76],"and":[77,101,133,159,162],"apply":[78],"generating":[80,122],"reduce":[84],"overfitting.":[85],"Consulting":[86],"fundamental":[87,170],"methods":[88],"examples,":[91],"we":[92,109,142],"propose":[93],"a":[94],"multi-cropping":[95],"transformation":[96],"alleviate":[99],"overfitting":[100],"enhance":[102],"Firstly,":[104],"referring":[105],"augmentation,":[108],"multi-crop":[110],"original":[111,139],"every":[114],"iteration":[115],"random":[117],"possibilities":[118],"exaples":[121],"process.":[123],"Secondly,":[124],"gradient":[126],"of":[127,151],"loss":[129],"function":[130],"calculated,":[132],"perturbations":[135],"added":[137],"images.":[140],"Finally,":[141],"generate":[143],"iterative":[147],"perturbations.":[148],"The":[149],"validation":[150],"our":[152],"verified":[155],"on":[156],"single":[157],"models":[158],"ensemble":[160],"transferability":[164],"compared":[167],"other":[169],"methods.":[171]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}