Research Article

[Retracted] Temporal Logic-Based Artificial Immune System for Intrusion Detection

Table 3

The TPR of KDD and NSL-KDD for each recognized attack by ITL detectors.

AttacksKDDNSL-KDDAttacksKDDNSL-KDD

back91.6%92%nmap90.6%91.2%
neptune100%100%portsweep97.7%97.9%
Pod97%97.2%Satan99.2%99%
smurf92%94%Buffer overflow93%93%
teardrop99.5%99.4%rootkit98%98.2%
ipsweep97.5%97%