Bidirectional Forwarding Detection (BFD) is the appropriate failover detection protocol to support equal cost multi-path (ECMP) routing because it detects failures in the forwarding path between two devices, ensuring rapid detection of link failures. This fast failover capability is crucial for maintaining the high availability and efficient routing characteristic of ECMP environments.