The escalating complexity of cyber threats demands a transformative solution. Traditional, manual security systems are increasingly insufficient to effectively detect to evolving viruses and unforeseen exploits. Artificial intelligence powered network security platforms offer a proactive defense, analyzing massive datasets of security logs in real-