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Researcher profile

Ghazaleh Shirvani

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. 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 …

  2. 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 …