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Accuracy is not enough: a heterogeneous ensemble model versus FGSM attack

Abstract In this paper, based on facial landmark approaches, the possible vulnerability of ensemble algorithms to the FGSM attack has been assessed using three commonly used models: convolutional neural network-based antialiasing (A_CNN), Xc_Deep2-based DeepLab v2, and SqueezeNet (Squ_Net)-based Fir...

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Autori principali: Reham A. Elsheikh, M. A. Mohamed, Ahmed Mohamed Abou-Taleb, Mohamed Maher Ata
Natura: Artigo
Lingua:Inglês
Pubblicazione: Springer 2024-08-01
Serie:Complex & Intelligent Systems
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Accesso online:https://doi.org/10.1007/s40747-024-01603-z
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