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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%