Saeid Ghasemshirazi

Federated Learning: Attacks, Defenses, Opportunities and Challenges

2024

Using dispersed data and training, federated learning (FL) moves AI capabilities to edge devices or does tasks locally. Many consider FL the start of a new era in AI, yet it is still immature. FL …

Advancing Email Spam Detection: Leveraging Zero-Shot Learning and Large Language Models

2025 · arXiv (Cornell University)

Email spam detection is a critical task in modern communication systems, essential for maintaining productivity, security, and user experience. Traditional machine learning and deep learning approaches, while effective in static settings, face significant limitations in …