Modern organizations face a increasingly complex threat landscape, demanding advanced network defense measures. Traditional rule-based systems often struggle to detect new threats and zero-day exploits. Intelligent network protection platforms offer a essential advantage, utilizing ML to assess large volumes of system activity in instantaneously. T