Defed: An edge-feature-enhanced image denoised network against adversarial attacks for secure Internet of Things
With the prosperous development of Internet of Things (IoT), IoT devices have been
deployed in various applications, which generates large volume of image data to trace and …
deployed in various applications, which generates large volume of image data to trace and …
Transcoders: A Better Alternative To Denoising Autoencoders
PR Gautam, A Orailoglu - 2024 IEEE European Test …, 2024 - ieeexplore.ieee.org
Image denoising is a popular technique that is used to remove noise incurred due to
hardware faults or noise carefully crafted by an attacker. Autoencoders are some of the most …
hardware faults or noise carefully crafted by an attacker. Autoencoders are some of the most …
[引用][C] Scadefender: an autoencoder-based defense for cnn-based image classifiers
Convolutional neural networks (CNNs) have been enormously successful in a variety of
image recognition tasks. Robustness is an important metric to evaluate the quality of CNNs …
image recognition tasks. Robustness is an important metric to evaluate the quality of CNNs …