AI and ML in Cybersecurity Operations and Security Operations Centers (SOCs)
Ralph A. Young · Productivity Press eBooks · 2025
Security Operations Centers (SOCs) play a critical role in enhancing an organization&s;s cybersecurity posture by providing centralized monitoring, detection, and response capabilities for potential security threats. However, with the rising complexity of cyber threats and the immense volume of data that SOCs must process, traditional methods of threat detection and response are increasingly proving inadequate. The integration of Artificial Intelligence (AI) and Machine Learning (ML) technologies into SOC operations can significantly improve efficacy and efficiency, thereby strengthening overall security.