A field of AI that focuses on making AI decision-making processes understandable to humans. In cybersecurity, XAI is crucial as it enables security analysts to understand why an AI system flagged a particular activity as suspicious or made a certain decision. This helps build trust in AI systems and can also assist in refining these systems to reduce false positives and negatives.