Table 1 Top-N accuracy of vulnerability detection in real-world firmware.

From: Vulnerability-oriented directed fuzzing for binary programs

CVE-ID

VDFuzz

Gemini

Top-1 (%)

Top-10 (%)

Top-50 (%)

Top-1 (%)

Top-10 (%)

Top-50 (%)

CVE-2018-20679

15.4

73.1

96.1

7.7

61.5

80.8

CVE-2015-3197

10.8

81.9

97.6

3.6

59.0

84.3

CVE-2015-1794

8.8

75.0

97.1

3.0

54.4

75