Understanding AI and Machine Learning Definitions

Artificial Intelligence (AI) aims to replicate or surpass human intelligence, which often confuses its definitions within cybersecurity. Among its subfields, machine learning (ML) is notable for its ability to learn from data patterns rather than being explicitly programmed. This distinction is crucial in cybersecurity, as it allows systems to find anomalies by feeding them large datasets and observing deviations from established norms, such as unusual login activities or data modifications. By clarifying these definitions and distinguishing between AI and ML, professionals can more effectively evaluate the capabilities of various cybersecurity vendors.