Research Article

[Retracted] Transfer Learning Auto-Encoder Neural Networks for Anomaly Detection of DDoS Generating IoT Devices

Table 6

Time saved when transfer-learning on Bashlite dataset.

IoT deviceAverage training time (seconds)% decrease
Original modelTransfer learning

DAD120.559.150.94
ECT104.630.670.78
P737149.593.637.38
P838491.4133.172.92
S100360.436.040.32
S1002257.049.080.92
PBM776.7126.583.72
SNH205.267.267.26
END83.766.820.23
Average249.973.658.27