TR-IDS: Anomaly-Based Intrusion Detection through Text-Convolutional Neural Network and Random Forest

Table 6

Influence of the payload length and feature number (%).

Payload length	feature number	ACC	DR	FAR
1000	5	98.68	98.92	1.91
1000	10	98.71	98.94	1.88
1000	20	98.84	99.20	2.01
1000	50	99.13	99.26	1.18
1000	100	99.09	99.24	1.48
500	50	99.02	99.35	1.81
1000	50	99.13	99.26	1.18
1500	50	99.14	98.25	1.17
2000	50	99.18	98.36	1.25
3000	50	99.21	99.40	1.12