API tokens are the gatekeepers of modern systems, providing secure and efficient access to APIs. However, these tokens aren’t immune to misuse, leaks, or abnormal activity, and such anomalies can expose systems to risks like data breaches, abuse, or resource exhaustion. Effective anomaly detection for API tokens is critical