{“id”:“https://openalex.org/W3127986341“,”doi“:”https://doi.org/10.1016/j.patrec.2021.01.032“,”title“:“通过像素掩蔽增强对抗性防御的认知数据”,”display_name“:”通过像素掩护增强对抗性防卫的认知数据“,”publication_year“:2021,”publitation_date“:”2021-06-01“,”ids“:{”openalex“:”https://openalex.org/W3127986341“,”doi“:”https://doi.org/10.1016/j.patrec.2021.01.032“,”mag“:”3127986341“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1016/j.patrec.2021.01.032“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S151820558“,”display_name“:”模式识别字母“,”issn_l“:”0167-8655“,”isn“:[”0167-6655“、”1872-7344“],”is_oa“:false,”is_ in_doaj“:false,”is_core“:true,”host_organization“:”https://openalex.org/P4310320990“,”“host_organization_name”:“Elsevier BV”,“host_organization_lineage”:[“https://openalex.org/P4310320990“],”host_organization_lineage_names“:[”Elsevier BV“],”type“:”journal“},”license“:null,”license_id“:null,”version“:null,”is_accepted“:false,”is_published“:false},”type“:”article“,”type_crossref“:”journal 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/A5024647585“,”display_name“:”Akshay Agarwal“,”orcid“:”https://orcid.org/0000-0001-7362-4752},“机构”:[{“id”:https://openalex.org/I68891433“,”display_name“:”德里印度理工学院“,”ror“:”网址:https://ror.org/049tgcd06“,”country_code“:”IN“,”type“:”教育“,”血统“:[”https://openalex.org/I68891433“]},{”id“:”https://openalex.org/I119939252“,”display_name“:”Indraprastha信息技术学院德里“,”ror“:”https://ror.org/03vfp4g33“,”country_code“:”IN“,”type“:”教育“,”血统“:[”https://openalex.org/I119939252“]}],”国家“:[”IN“],”is_corresponding“:true,”raw_author_name“:”Akshay Agarwal“,”raw _ afiliation_strings“:[“IIIT-Dirhi,India”],“affiliations”:[{“raw_affiliation_string”:“IIIT-Delhi,印度”,“institution_ids”:[“https://openalex.org/I68891433","https://openalex.org/I119939252“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5050521702“,”display_name“:”Mayank Vatsa“,”orcid“:”https://orcid.org/0000-0001-5952-2274},“机构”:[{“id”:https://openalex.org/I154549908“,”display_name“:”印度焦特布尔理工学院“,”ror“:”https://ror.org/03yacj906“,”country_code“:”IN“,”type“:”教育“,”血统“:[”https://openalex.org/I154549908“]}],”国家“:[”IN“],”is_corresponding“:false,”raw_author_name“:”Mayank Vatsa“,”raw _affiliation_strings“:[“印度焦特布尔IIT”],”从属关系“:[{”raw _affiliation_string“:”印度焦特普尔IIT“,”“institution_ids”:[“https://openalex.org/I154549908“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5011779957“,”display_name“:”Richa Singh“,”orcid“:”https://orcid.org/0000-0003-4060-4573},“机构”:[{“id”:https://openalex.org/I154549908“,”display_name“:”印度焦特布尔理工学院“,”ror“:”https://ror.org/03yacj906“,”country_code“:”IN“,”type“:”教育“,”血统“:[”https://openalex.org/I154549908“]}],”countries“:[”IN“],”is_corresponding“:false,”raw_author_name“:”Richa Singh“,”raw_affiation_strings“:[”印度焦特布尔理工学院“],”affiliations“:[{”raw_affiation_string“:”印度焦特布尔理工学院“,”institution_ids“:[”https://openalex.org/I154549908“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5003836761“,”display_name“:”Nalini Ratha“,”orcid“:”https://orcid.org/0000-0001-7913-5722},“机构”:[{“id”:https://openalex.org/I63190737“,”display_name“:”布法罗大学,纽约州立大学“,”ror“:”https://ror.org/01y64my43“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I63190737“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Nalini Ratha“,”raw _ afiliation_strings“:[“美国纽约州布法罗大学”],”affiliations“:[{”raw _affiliation_string“:”美国纽约州布法罗大学“,”institution_ids“:[https://openalex.org/I63190737“]}]}],”institution_assertions“:[],”countries_distiction_count“:2,”institutions_disticent_count”:4,”corresponding_author_ids“:[”https://openalex.org/A5024647585“],”对应的机构ID“:[”https://openalex.org/I68891433","https://openalex.org/I119939252“],”apc_list“:{“value”:2500,”currency“:”USD“,”value_USD“:2500,“provenance”:“doaj”},“apc_payed”:null,“fwci”:3.172,“has_fulltext”:false,“cited_by_count”:24,“citation_normalized_percentile”:{”value“:0.999972,”is_in_top_1_percent“:true,”is_Int_top_10_percents“:true},”cited_by_percentile_year“:{”min“:95,“max”:96},“biblio”:{“volume”:“146”,“issue”:空first_page“:”244“,”last_page“:”251“},”is_retracted“:false,”is_paratext“:fase,”primary_topic“:{”id“:”https://openalex.org/T11689“,”“display_name”:“深度学习模型中的对抗稳健性”,“score”:0.9985,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},”主题“:[{”id“:”https://openalex.org/T11689“,”“display_name”:“深度学习模型中的对抗稳健性”,“score”:0.9985,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T12122“,”“display_name”:“硬件安全和身份验证技术”,“score”:0.9899,“subfield”:{“id”:“https://openalex.org/subfields/1708“,”display_name“:”硬件和体系结构“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T11992“,”display_name“:”CMOS图像传感器技术“,”score“:0.9857,”subfield“:{”id“:”https://openalex.org/subfields/2208“,”display_name“:”电气与电子工程“},”字段“:{”id“:”https://openalex.org/fields/22“,”display_name“:”Engineering“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/machine-learning攻击“,”display_name“:”机器学习攻击“,”score“:0.553222},{”id“:”https://openalex.org/keywords/pixel-level-adc“,”display_name“:”像素级ADC“,”score“:0.522578},{”id“:”https://openalex.org/keywords/scan-based-side-channel攻击“,”display_name“:”基于扫描的侧面通道攻击“,”score“:0.519187},{”id“:”https://openalex.org/keywords/ammerialial-examples“,”display_name“:”对手示例“,”score“:0.51569},{”id“:”https://openalex.org/keywords/dep-learning网站“,”display_name“:”深度学习“,”score“:0.505471}],”concepts“:[{”id“:”https://openalex.org/C37736160,“wikidata”:https://www.wikidata.org/wiki/Q1801315“,”display_name“:”对抗系统“,”级别“:2,”分数“:0.76289964},{”id“:”https://openalex.org/C2777402240,“wikidata”:https://www.wikidata.org/wiki/Q6783436“,”display_name“:”屏蔽(插图)“,”level“:2,”score“:0.7324752},{”id“:”https://openalex.org/C160633673,“wikidata”:https://www.wikidata.org/wiki/Q355198“,”display_name“:”像素“,”level“:2,”score“:0.6134401},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.57828355},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.5068124},{”id“:”https://openalex.org/C169900460,“wikidata”:https://www.wikidata.org/wiki/Q2200417“,”display_name“:”认知“,”等级“:2,”分数“:0.4579647},{”id“:”https://openalex.org/C31972630,“wikidata”:https://www.wikidata.org/wiki/Q844240“,”display_name“:”计算机视觉“,”level“:1,”score“:0.3748734},{”id“:”https://openalex.org/C153180895,“wikidata”:https://www.wikidata.org/wiki/Q7148389“,”display_name“:”模式识别(心理学)“,”level“:2,”score“:0.37323803},{”id“:”https://openalex.org/C28490314,“wikidata”:https://www.wikidata.org/wiki/Q189436“,”display_name“:”语音识别“,”level“:1,”score“:0.32163477},{”id“:”https://openalex.org/C15744967,“wikidata”:https://www.wikidata.org/wiki/Q9418“,”display_name“:”心理学“,”等级“:0,”分数“:0.21141505},{”id“:”https://openalex.org/C169760540,“wikidata”:https://www.wikidata.org/wiki/Q207011“,”display_name“:”Neuroscience“,”level“:1,”score“:0.10230759},{”id“:”https://openalex.org/C142362112,“wikidata”:https://www.wikidata.org/wiki/Q735“,”display_name“:”Art“,”level“:0,”score“:0.09633428},{”id“:”https://openalex.org/C153349607,“wikidata”:https://www.wikidata.org/wiki/Q36649“,”display_name“:”视觉艺术“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:1.”locations“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1016/j.patrec.2021.01.032“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S151820558“,”display_name“:”模式识别字母“,”issn_l“:”0167-8655“,”isn“:[”0167-6655“、”1872-7344“],”is_oa“:false,”is_ in_doaj“:false,”is_core“:true,”host_organization“:”https://openalex.org/P4310320990“,”“host_organization_name”:“Elsevier BV”,“host_organization_lineage”:[“https://openalex.org/P4310320990“],”host_organization_lineage_names“:[”Elsevier BV“],”type“:”journal“},”license“:null,”license_id“:null,”version“:null,”is_accepted“:false,”is_published“:false}],”best_oa_location“:null,”sustainable_development_goals“:[],”grants“:[],”数据集“:[],”version“:[],”referenced_works_count“:62,”referenced_works“:[”https://openalex.org/W1936750108","https://openalex.org/W2108598243","https://openalex.org/W2180612164","https://openalex.org/W2194775991","https://openalex.org/W2243397390","https://openalex.org/W2401231614","https://openalex.org/W2543927648","https://openalex.org/W2594867206","https://openalex.org/W2619479788","https://openalex.org/W2746314669","https://openalex.org/W2747685395","https://openalex.org/W2750384547","https://openalex.org/W2765407302","https://openalex.org/W2775795276","https://openalex.org/W2788741149","https://openalex.org/W2796902985","https://openalex.org/W2909303050","https://openalex.org/W2912336782","https://openalex.org/W2921861056","https://openalex.org/W2940483533","https://openalex.org/W2941733693","https://openalex.org/W2942836458","https://openalex.org/W2943368551","https://openalex.org/W2950787360","https://openalex.org/W2950799135","https://openalex.org/W2950947818","https://openalex.org/W2951972811","https://openalex.org/W2952388520","https://openalex.org/W2954996726","https://openalex.org/W2962759300","https://openalex.org/W2963178695","https://openalex.org/W2963207607","https://openalex.org/W2963399829","https://openalex.org/W2963612069","https://openalex.org/W2963771536","https://openalex.org/W2963857521","https://openalex.org/W2963920068","https://openalex.org/W2963936085","https://openalex.org/W2964082701","https://openalex.org/W2964153729","https://openalex.org/W2964197269","https://openalex.org/W2964253222","https://openalex.org/W2966658324","https://openalex.org/W2970317235","https://openalex.org/W2972506132","https://openalex.org/W2981207549","https://openalex.org/W2983044655","https://openalex.org/W2996564870","https://openalex.org/W2997532515","https://openalex.org/W2998508940","https://openalex.org/W2998835636","https://openalex.org/W3018979822","https://openalex.org/W3037702798","https://openalex.org/W3083754600","https://openalex.org/W3103557498","https://openalex.org/W3118608800","https://openalex.org/W4288328346","https://openalex.org/W4293580221","https://openalex.org/W4293584023","https://openalex.org/W4293846201","https://openalex.org/W4297814571","https://openalex.org/W4300833946“],”related_works“:[”https://openalex.org/W4297672492","https://openalex.org/W4288019534","https://openalex.org/W4246396837","https://openalex.org/W3191453585","https://openalex.org/W3176659669","https://openalex.org/W3176240006","https://openalex.org/W3126451824","https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W1561927205“],”abstract_inverted_index“:{”The“:[0,97125],”漏洞“:[1],”of“:[2,41,45127164171195],”deep“:[3116],”networks“:[4,48],”to“:[5,50],”敌对“:[6,51107],”扰动“:[7],”has“:+8],”motived“:[9],”The“:[10,20,43,54,82,90123128144154161172182192],”researters“:[11],”to:[112121159]188],“设计”:[13],“检测”:[14],“和“:[15,22,78109136],”缓解“:[16],”算法。“:[17],“灵感”:[18],“by”:[19166],“dropout”:[21],“dopconnect”:[23],“algorithms”:[24179],“as”:[25,27,37,63],“well”:[26],“enhancement”:[28,36,87],“technologies”:[29],“this”:[30],“paper”:[31],“presents”:[32],“PixelMask\”:[33],“based”:[34,85],“data”:[35],86],“an”:[38],“efficient”:[39],“method”:[40],“reducing”:[42],“sensitivity”:[44],“卷积“:[46],”神经“:[47117],”(CNN)“:[49],”攻击。“:[52],”In“:[53],”proposed“:[55,83,98129155173183],”approach“,:[56],”samples“:[57],”generated“:58],”using“:[59],”PixelMask“:[60,84156],“are”:[61],“used”:[62],“augmented”:【64】,“data”:【65】,“which”:【66】,“helps”:【67】,“In”:【68133】,“learning”:【69】,“robust”:【70],“CNN”:[71165],“模型。“:[72],”实验“:[73],”执行“:[74],”带有“:[75114],”多个“:[76],”数据库“:[77],”体系结构“:[79],”显示“:[80],”那个“:[8181],”方法“:[88],”改进“:[89],”分类“:[91193],”性能“:[92163],”开启“:[9143],”对抗“:[94],”扰动“:[95],”图像。“:[96],”防御“:[99130178184],”机制“:[100],”can“:[101110],”be“:[102112],”applied“:[103],”effectively“:[104],”for“:[105],”different“:[106],”attacks“:[108],”easyly“:111],”combined“:[113],”any“:[115],”network“:118],”(DNN)“:[119],”architecture“:[120],”increase“:%122191],”robustivity。“:[124],”有效性“:[126],”是“:[131157180186],”演示“:[132],”灰盒“:[134],”白盒“:%135],”看不见“:[137],”列车测试“:[138],”攻击“:[139149],”场景。“:[140],”For“:[141],”example“:[142],”CIFAR-10“:[145],”database“:[146],”under“:[147],”adaptive“:%148],”(即,“:[150],”projected“:[151],”gradient“:[152],”descention“),“:-153],”able“:[158187],”improved“:[160],”recognition“:[162],”at-least“:[167],”22.69%。“:[168],“另一个”:[169],“优点”:[170],“算法”:[174],“超过”:[175],“几个”:[176],“现有”:[177],“要么”:[185],“保留”:[189],“要么”:[190],“准确性”:[194],“干净”:[196],“示例。“:[197]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W3127986341”,“counts_by_year”:[{“year”:2024,“cited_by_count”:3},{“year”:2023,“cited_by_count”:10},{“year”:2022,“cited_by_count”:7},{“year”:2021,“cited_by_count”:4}],“updated_date”:“2024-09-15T09:27:58.648533”,“created_date”:“2021-02-15”}