Unknown Binary Protocol Recognition Algorithm Based on One Class of Classification and One-Dimensional CNN

Table 3

Accuracy of the classification algorithm when testing samples with different values.

NUM	Models	F	Acc	Recall	Precisions
300	Improved CNN	0.9694	0.9433	0.9712	0.9677
	LSTM	0.9549	0.916	0.9480	0.9618
400	Improved CNN	0.9793	0.96	0.9743	0.9844
	LSTM	0.9523	0.912	0.9459	0.9589
500	Improved CNN	0.9795	0.96	0.9716	0.9876
	LSTM	0.9583	0.92	0.9426	0.9745