PNAP-YOLO: An Improved Prompts-Based Naturalistic Adversarial Patch Model for Object Detectors.

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Title: PNAP-YOLO: An Improved Prompts-Based Naturalistic Adversarial Patch Model for Object Detectors.
Authors: Li, Jun1,2, lijun@bistu.edu.cn, Shan, Chenwu1,2, Shen, Liyan1,2, Ren, Yawei1,2, Zhang, Jiajie1,2
Source: Annals of Data Science; Jun2025, Vol. 12 Issue 3, p1055-1072, 18p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 185595124
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PubType: Academic Journal
PubTypeId: academicJournal
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  Data: PNAP-YOLO: An Improved Prompts-Based Naturalistic Adversarial Patch Model for Object Detectors.
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  Data: <searchLink fieldCode="AU" term="%22Li%2C+Jun%22">Li, Jun</searchLink><relatesTo>1,2</relatesTo>, <i>lijun@bistu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Shan%2C+Chenwu%22">Shan, Chenwu</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Shen%2C+Liyan%22">Shen, Liyan</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Ren%2C+Yawei%22">Ren, Yawei</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Jiajie%22">Zhang, Jiajie</searchLink><relatesTo>1,2</relatesTo>
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  Data: <searchLink fieldCode="JN" term="%22Annals+of+Data+Science%22">Annals of Data Science</searchLink>; Jun2025, Vol. 12 Issue 3, p1055-1072, 18p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=185595124
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1007/s40745-025-00604-0
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      – Code: eng
        Text: English
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        PageCount: 18
        StartPage: 1055
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      – TitleFull: PNAP-YOLO: An Improved Prompts-Based Naturalistic Adversarial Patch Model for Object Detectors.
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            NameFull: Li, Jun
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            NameFull: Shan, Chenwu
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            NameFull: Shen, Liyan
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            NameFull: Ren, Yawei
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            – D: 01
              M: 06
              Text: Jun2025
              Type: published
              Y: 2025
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              Value: 12
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