Security and Communication Networks

Research Article

BLATTA: Early Exploit Detection on Network Traffic with Recurrent Neural Networks

Table 4

Average message length of application layer messages in the testing set.
SetAverage message length
BlattaSploit2318.93
UNSW benign samples593.25
UNSW exploit samples1437.36
UNSW worm samples848