Assisting in Auditing of Buffer Overflow Vulnerabilities via Machine Learning

Table 8

Performances of our five classifier algorithms.

	TP	FN	FP	TN	Recall (%)	TNR (%)	Precision (%)	(%)
KNN	42	16	20	154	72.4	88.5	67.7	70
DT	44	14	31	143	75.9	82.2	58.7	66.2
NB	56	2	27	147	96.6	84.5	67.5	79.5
AdaBoost	46	12	15	159	79.3	91.4	75.4	77.3
SVM	54	4	18	156	93.1	89.7	75	83.1