IEEE

A Trust-By-Learning Framework for Secure 6G Wireless Networks Under Native Generative AI Attacks

Abstract: Sixth-generation $(6G)$ wireless networks will become vulnerable due to native generative AI (GenAI)-driven intelligent poisoning attacks in both the radio unit and the core network. In ...
IEEE

Enhancing Cybersecurity and Resilience in Distribution Networks via Hybrid Partitioning and GAN-Driven Dynamic Reconfiguration

Abstract: This paper presents a structured hybrid grid partitioning framework designed to enhance cyber-physical resilience and scalability in distribution networks, particularly under high electric ...
GitHub

SVG: Latent Diffusion Model without Variational Autoencoder

SVG Autoencoder - Uses a frozen representation encoder with a residual branch to compensate the information loss and a learned convolutional decoder to transfer the SVG latent space to pixel space.
GitHub

SVG-T2I: Scaling up Text-to-Image Latent Diffusion Model

Important Note: This repository implements SVG-T2I, a text-to-image diffusion framework that performs visual generation directly in Visual Foundation Model (VFM) representation space, rather than ...