IEEE

Evaluating Pretrained Deep Learning Models for Image Classification Against Individual and Ensemble Adversarial Attacks

Abstract: The robustness of Deep Neural Networks (DNNs) against adversarial attacks is an important topic in the area of deep learning. To fully investigate the robustness of DNNs, this study examines ...
IEEE

Improving Deep Learning-Based Image Classification Through Noise Reduction and Feature Enhancement

Abstract: The proposed study is related to the development of deep learning-based image classification with the help of various pre-processing techniques applied within the RESNET50 architecture. The ...