insideHPC

PNNL Enlists GenAI for Cybersecurity Defenses

SEATTLE — Pacific Northwest National Laboratory reports that scientists are using generative AI to accelerate defense against ...
IEEE

Single Image Super-Resolution Through Image Pixel Information Clustering and Generative Adversarial Network

Abstract: Recent advances in Super-Resolution (SR) image reconstruction using Convolutional Neural Networks (CNNs) have encountered significant challenges in effectively modeling the complex mapping ...
IEEE

Defending Against Adversarial Attack Through Generative Adversarial Networks

Abstract: Deep neural networks are increasingly used in image processing tasks. However, deep learning models often show vulnerability when facing adversarial attacks. Active defense is an important ...