A SYN Flood Attack Detection Method Based on Hierarchical Multihead Self-Attention Mechanism

Table 3

Basic parameter settings of the method.

Parameters	Values
Batch_size	1024
Epoch	6
Dropout	0.5
Learning_rate	0.001
Timestep	3
Two-layer bi-GRU unit	32, 12
Number of attention heads	2
Optimizer	Adam