Research Article

A Lightweight Flow Feature-Based IoT Device Identification Scheme

Table 3

Detailed evaluation on 3 min.

AlgorithmAccuracyPrecisionRecallF1 score

kNN0.9120.9120.9130.912
Base0.9940.9930.9940.994
RF0.9950.9950.9950.995
ET0.9930.9930.9930.993