IEEE

Adversarial Frequency Component Reconstruction Constraint for Helicopter Vibration Signal Anomaly Detection: An Unsupervised Dual-Domain Approach

Abstract: Vibration signal anomaly detection plays a vital role in predictive maintenance and fault diagnosis of helicopters. While deep learning-driven approaches that combine both time- and ...

Are Your AI Assistants Under Attack?

Many users utilize an AI assistant to handle their inbox, leaving them vulnerable to attack. AI agents are becoming ...

2025’s Top Phishing Trends and What They Mean for Your Security Strategy

Phishing attacks in 2025 increasingly moved beyond email, with attackers using social platforms, search ads, and ...
IEEE

Deep Learning Approaches for EEG-Motor Imagery-Based BCIs: Current Models, Generalization Challenges, and Emerging Trends

Abstract: This study critically examines the evolution of deep learning (DL) for electroencephalogram (EEG) based motor imagery (MI) decoding with a focus on real-time Brain Computer Interfaces (BCIs) ...