Deep Neural Embedding for Software Vulnerability Discovery: Comparison and Optimization

Table 9

Test recall of various sequence lengths against Flawfinder on the same classification tasks.

Recall calculated when top-k% functions were retrieved
		1 (%)	5 (%)	10 (%)	15 (%)
Different sequence length	Block size = 128	12	25	37	46
	Block size = 256	47	74	81	86
	Block size = 384	37	60	69	78
	Block size = 512	41	66	78	85
Flawfinder		2	2	45	45