Research Article

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

Table 1

Composition of dataset.

ā€‰CICDDoS2019MiraiTDS_SELF

Train samplesNormal samples375975685040000
Anomaly samples453325685040000
Total samples8293011370080000
Test samplesNormal samples457145454850000
Anomaly samples1090235454860000
Total samples154737109096110000