Abstract: The effectiveness of earlier signature-based and rule-driven methods of detection was declining due to the increasing number and complexity of threats. Artificial intelligence (AI) is now a vital tool in cybersecurity, which enables the analysis of patterns of behaviour and the detection of unusual activity within complicated networks. This paper offers an in-depth examination and assessment of AI-driven threat detection methods