Modern organizations face a increasingly complex threat landscape, demanding more sophisticated network protection approaches. Traditional rule-based systems often struggle to recognize emerging malware and previously unknown breaches. Intelligent network defense solutions offer a essential advantage, employing artificial intelligence to evaluate e