Modern businesses face a constantly evolving threat landscape, demanding advanced digital protection approaches. Conventional rule-based systems often struggle to recognize sophisticated threats and novel breaches. Intelligent cyber security solutions offer a vital advantage, employing machine learning to evaluate extensive datasets of network logs