Machine Learning, Cyber Defense, Ai Technology, Cybersecurity Innovation, Threat Management.
(Pentest) are now augmented with ML, increasing the effectiveness in detecting potential security breaches. Figure 1: ML-Enhanced Cybersecurity Tasks in the Prevention Stage 2) Detection: ML excels in identifying anomalies and potential threats by analyzing historical data. This ability enables the