Self-Learning Technology to Address Cybersecurity Blind Spots and Reduce Analyst Burnout

Traditional SIEM platforms struggle to detect novel threats like zero-day attacks and malicious user behavior due to their reliance on rules and signatures, leading to security blind spots and analyst burnout from false positives. A survey of cybersecurity professionals shows that 92% believe integrating advanced analysis methods, including machine learning and behavioral analytics, is crucial for SIEM/security analytics vendors.