Evaluation of Deep Learning Methods Efficiency for Malicious and Benign System Calls Classification on the AWSCTD

<div>Accuracy vs. epochs needed to reach the saturation while training for the intrusion detection task. Compared CNN models for the 10, 100, 200, and 400 system calls sequences. (a) CNN 10. (b) CNN 100. (c) CNN 200. (d) CNN 400.</div>

Security and Communication Networks

fig10

Figure 10

Figure 10: Evaluation of Deep Learning Methods Efficiency for Malicious and Benign System Calls Classification on the AWSCTD 