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SIS-CAM: An Interpretability Analysis Method for the Security of Convolutional Neural Network Models Based on Image Big Data.

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Title: SIS-CAM: An Interpretability Analysis Method for the Security of Convolutional Neural Network Models Based on Image Big Data.
Authors: Xu, Fang1,2,3, xf2012@whu.edu.cn, Zhang, Yuquan1,2, yuquan910@gmail.com, Ma, Yi1,2,3, mayi@whu.edu.cn, Zhang, Yan2, zhangyan@hubu.edu.cn, Khan, Umer Sadiq1,3, umersadiq@hbeu.edu.cn, Li, Zhimin1,2,3, 2218538304@qq.com, Liu, Zhen1,3, liuzhen@hbeu.edu.cn, Yang, Na1,2, yn2022@stu.hubu.edu.cn
Source: Journal of Signal Processing Systems for Signal, Image & Video Technology; Dec2024, Vol. 96 Issue 12, p871-886, 16p
Database: Applied Science & Technology Source
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  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 184164273
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: SIS-CAM: An Interpretability Analysis Method for the Security of Convolutional Neural Network Models Based on Image Big Data.
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  Data: <searchLink fieldCode="AU" term="%22Xu%2C+Fang%22">Xu, Fang</searchLink><relatesTo>1,2,3</relatesTo>, <i>xf2012@whu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Yuquan%22">Zhang, Yuquan</searchLink><relatesTo>1,2</relatesTo>, <i>yuquan910@gmail.com</i><br /><searchLink fieldCode="AU" term="%22Ma%2C+Yi%22">Ma, Yi</searchLink><relatesTo>1,2,3</relatesTo>, <i>mayi@whu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Yan%22">Zhang, Yan</searchLink><relatesTo>2</relatesTo>, <i>zhangyan@hubu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Khan%2C+Umer+Sadiq%22">Khan, Umer Sadiq</searchLink><relatesTo>1,3</relatesTo>, <i>umersadiq@hbeu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Li%2C+Zhimin%22">Li, Zhimin</searchLink><relatesTo>1,2,3</relatesTo>, <i>2218538304@qq.com</i><br /><searchLink fieldCode="AU" term="%22Liu%2C+Zhen%22">Liu, Zhen</searchLink><relatesTo>1,3</relatesTo>, <i>liuzhen@hbeu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Yang%2C+Na%22">Yang, Na</searchLink><relatesTo>1,2</relatesTo>, <i>yn2022@stu.hubu.edu.cn</i>
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PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=184164273
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      – Type: doi
        Value: 10.1007/s11265-025-01948-9
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      – Code: eng
        Text: English
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      – TitleFull: SIS-CAM: An Interpretability Analysis Method for the Security of Convolutional Neural Network Models Based on Image Big Data.
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            NameFull: Xu, Fang
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            – D: 01
              M: 12
              Text: Dec2024
              Type: published
              Y: 2024
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              Value: 12
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            – TitleFull: Journal of Signal Processing Systems for Signal, Image & Video Technology
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