Traditional signature-based detection systems are insufficient in preventing evolving cyber threats.AI and ML algorithms provide real-time analysis of large datasets to identify malicious patterns.Iqra Naseer is an expert in cybersecurity and advocates for the integration of AI and ML in cyber threat detection.Her research focuses on understanding and fortifying cybersecurity defenses against complex breaches.