Ransomware often involves subtle, unusual patterns of data access and encryption activity. The primary advantage of AI is its ability to "Analyze large volumes of data in real-time" to identify behavioral anomalies that traditional signature-based security tools might miss. AI can detect
"Zero-Day" ransomware by recognizing the intent of malicious actions (such as rapid file renaming or unauthorized encryption). This proactive detection is critical for stopping an attack before data exfiltration or total system lockout occurs.