Assisting in Auditing of Buffer Overflow Vulnerabilities via Machine Learning

Table 9

Performance of BOMiner for our test suite.

	TP	FN	FP	TN	Recall (%)	TNR (%)	Precision (%)	(%)
KNN	29	29	21	153	50	87.9	58	53.7
DT	31	27	35	139	53.4	79.9	47	50
NB	38	20	46	128	65.5	73.6	45.2	53.5
AdaBoost	33	25	28	146	56.9	83.9	54.1	55.5
SVM	37	21	33	141	63.8	81	52.9	57.8