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公开(公告)号:US12260615B2
公开(公告)日:2025-03-25
申请号:US18072272
申请日:2022-11-30
Inventor: Bo Li , Jianghe Xu , Shuang Wu , Shouhong Ding , Jilin Li
IPC: G06V10/764 , G06F21/56 , G06V10/44 , G06V10/74 , G06V10/774 , G06V10/776 , G06V10/80
Abstract: An image attack detection method includes: acquiring an image-to-be-detected, and performing global classification recognition based on the image-to-be-detected to obtain a global classification recognition result; performing local image extraction randomly based on the image-to-be-detected to obtain a target number of local images, the target number being obtained by calculation according to a defensive rate of a reference image corresponding to the image-to-be-detected; performing local classification recognition based on the target number of local images respectively to obtain respective local classification recognition results, and fusing the respective local classification recognition results to obtain a target classification recognition result; and detecting a similarity between the target classification recognition result and the global recognition result, and determining the image-to-be-detected as an attack image when the target classification recognition result and the global classification recognition result are dissimilar.