Explainable Artificial Intelligence (XAI) to Enhance Trust Management in Intrusion Detection Systems Using Decision Tree Model

Table 1

Types of attack in the datasets.

Types of attack	Examples	Quantity	Proportion (%)
Denial of service (DoS)	smurf, apache2, pod, etc.	229,853	73.90
Remote-to-local (R2L)	imap, worm, phf, etc.	16,189	5.2
User to root (U2R)	perl, rootkit, and so on	228	0.07
PROBING	nmap, portsweep, etc.	4,166	1.34
Normal	Usual traffic patterns	60,593	19.48