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Table 5 Contribution of different components (basic blocks in 24 h)

From: CAMFuzz: Explainable Fuzzing with Local Interpretation

Program AFL/WinAFL CAMFuzz(MAGIC) CAMFuzz(AI+DWA) CAMFuzz(AI) CAMFuzz(AI+MAGIC) CAMFuzz(AI+MAGIC+DWA)
giflib 1618 1594 (\(-\) 1.48%) 1980 (22.37%) 1881 (16.25%) 1923 (18.85%) 2051 (26.76%)
jhead 1161 1161 (0.0%) 1166 (0.43%) 1160 (\(-\) 0.09%) 1157 (\(-\) 0.34%) 1164 (0.26%)
libjpeg 3352 3208 (\(-\) 4.3%) 5744 (71.36%) 5302 (58.17%) 5686 (69.63%) 5899 (75.98%)
tcpdump 25280 22854 (\(-\) 9.6%) 32991 (30.5%) 31213 (23.47%) 32132 (27.1%) 33729 (33.42%)
libde265 3617 3539 (\(-\) 2.16%) 4079 (12.77%) 3902 (7.88%) 4088 (13.02%) 4092 (13.13%)
zlib 1901 1878 (\(-\) 1.21%) 1907 (0.32%) 1911 (0.53%) 1908 (0.37%) 1919 (0.95%)
xls2csv 2102 1996 (\(-\) 5.04%) 2469 (17.46%) 2400 (14.18%) 2438 (15.98%) 2517 (19.74%)
Hancom 5229 4857 (\(-\) 7.11%) 8683 (66.05%) 8093 (54.77%) 8422 (61.06%) 8943 (71.03%)
readelf 11201 10397 (\(-\) 7.18%) 15933 (42.25%) 14687 (31.12%) 15443 (37.87%) 16211 (44.73%)
objdump 7204 6973 (\(-\) 3.21%) 8863 (23.03%) 8500 (17.99%) 8644 (19.99%) 9006 (25.01%)
Microsoft Jet 7390 6946 (\(-\) 6.01%) 13085 (77.06%) 12437 (68.29%) 12901 (74.57%) 13406 (81.41%)
Average \(-\) 4.30% 33.05% 26.60% 30.74% 35.67%