Frontiers

Showcasing FAIR² Data Articles: Unlocking Trustworthy, AI-Ready Scientific Data for Reuse and Impact

Scientific knowledge is fundamentally built on data; yet, for too long, research datasets have remained siloed, poorly ...
Frontiers

Research on the Mechanisms, Interpretability, and Modeling of Mental Health Disorders with AI Assistance

The rising prevalence of mental health disorders has made them a major public health challenge. These conditions exhibit complex pathological mechanisms and ...
IEEE

Electromagnetic Information Theory-Based Statistical Channel Model for Improved Channel Estimation

Abstract: Electromagnetic information theory (EIT) is an emerging interdisciplinary subject that integrates classical Maxwell electromagnetics and Shannon information theory. The goal of EIT is to ...
IEEE

PriDM: Effective and Universal Private Data Recovery via Diffusion Models

Abstract: Deep models excel in analyzing image data. However, recent studies on Black-Box Model Inversion (MI) Attacks against image models have revealed the potential to recover concealed (via ...