Federated Learning for Collaborative Cyber Defense
Syeda Mariam Muzammal,
Ruqia Bibi,
Hira Waseem
et al.
Abstract:With the increase in the complexity and number of cyber threats, security practitioners and defenders are looking for enhanced and robust security practices and solutions for effective cyber defense. Traditional cyber defense practices have been facing several challenges including data silos, data privacy concerns, and limited collaboration between organizations. In addition, the centralized machine learning models have their limitations, in terms of heterogeneity and formatting of datasets, for addressing dis… Show more
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