N-Gram, Semantic-Based Neural Network for Mobile Malware Network Traffic Detection

Algorithm 1

Traffic segmenting.

	WHILE (packet reading a packet)
	IF (hash_search(packet 5-tuple information m_fe) = = FALSE)
	FUNC ( ) {
	creat flow: Flow New
	establish the hash mapping of flow: HM(m_fe)
	put the flow into hash_table
	}
	ELSE
	The packet belongs to Flow A
	IF (the packet arrival time is out of the set timeout value)
	Delete Flow A
	FUNC( )
	END IF
	END IF
	flow ← packet
	END WHILE