How is AI influencing modern cybersecurity practices

AI is reshaping modern cybersecurity by enabling faster threat detection, predictive analysis, and automated response. From my industry experience and while working with training frameworks like those discussed at H2K Infosys, I’ve seen organizations use machine learning to analyze massive security logs, detect anomalies, and stop attacks in real time. AI helps identify zero-day threats, reduce false positives, and strengthen SOC efficiency. It also supports behavioral analytics to catch insider threats and phishing attempts. As attack surfaces grow, skills gained through Online classes cyber security increasingly focus on AI-driven tools such as SIEM, SOAR, and UEBA platforms, making security operations more proactive than reactive.