IEEE

LRT-DDPM: A Diffusion Model-Based Approach for Network Traffic Data Generation in Intrusion Detection

Abstract: Network Intrusion Detection Systems (NIDS) are fundamental to network security. However, traditional approaches often struggle with high-dimensional and imbalanced network traffic data. To ...

AI model forecasts severe thunderstorms 4 hours ahead with higher accuracy

In a critical advance for climate resilience, researchers from The Hong Kong University of Science and Technology (HKUST) have developed an AI model that can predict dangerous convective ...
IEEE

Federated Generative Diffusion Model for Secure Communications

Abstract: Generative artificial intelligence (AI) facilitates secure communications by modeling signal and channel characteristics. However, its nature of centralized training raises privacy and ...
GitHub

Using Powerful Prior Knowledge of Diffusion Model in Deep Unfolding Networks for Image Compressive Sensing

1 School of Electronic and Information Engineering, Beijing Jiaotong University, China 2 School of Automation and Intelligence, Beijing Jiaotong University, China Recently, Deep Unfolding Networks ...
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 ...