A Buffer Overflow Prediction Approach Based on Software Metrics and Machine Learning

Table 1

C/C + + language experimental data set specific data.

	GOOD				BAD			Total
	Good	Good Sink	Good Source	Good Auxiliary	Bad	Bad Sink	Bad Source
Stack-based buffer overflow	5810	2748	312	7149	4716	2052	288	23075
Heap-based buffer overflow	7122	3076	968	9064	6733	2448	628	30039
Buffer overflow	2380	1180	208	3192	2472	1024	144	10600
Integer overflow	4608	4284	576	10872	4716	2052	288	27396
Integer underflow	3348	3234	408	8100	3414	1548	204	20256
Total	23268	14522	2472	38377	22051	9124	1552	111366