From: CAMFuzz: Explainable Fuzzing with Local Interpretation
Program | version | AFL | AFL-MAGIC | AFLFast | NEUZZ | AFL-rb | Angora | TortoiseFuzz | WinAFL | WinAFLFast | CAMFuzz (AI+MAGIC+DWA) |
---|---|---|---|---|---|---|---|---|---|---|---|
giflib | 5.2 | 1633 | 1601 | 1691 | 1879 | 1722 | 1821 | 1735 | N/A | N/A | 2050 (+Â 9.10%) |
jhead | 3.04 | 1161 | 1161 | 1160 | N/A* | 1158 | 1207 | 1160 | N/A | N/A | 1164 (-Â 3.56%) |
libjpeg | 2.0.4 | 3361 | 3215 | 3431 | 4922 | 4053 | 3745 | 3543 | N/A | N/A | 5910 (+Â 20.07%) |
tcpdump | 4.10.0 | 25304 | 22982 | 25442 | 29806 | 28335 | 30501 | 26533 | N/A | N/A | 33729 (+Â 10.58%) |
libde265 | 1.0.5 | 3633 | 3557 | 3719 | N/A* | 4007 | 3802 | 4002 | N/A | N/A | 4096 (+Â 2.22%) |
zlib | 1.2.11 | 1903 | 1881 | 1898 | 1906 | 1920 | 1955 | 1912 | N/A | N/A | 1919 (-Â 1.84%) |
catppt | 0.95 | 577 | 555 | 601 | 610 | 686 | 721 | 732 | N/A | N/A | 898 (+Â 22.68%) |
catdoc | 0.95 | 1313 | 1213 | 1351 | N/A* | 1415 | 1458 | 1521 | N/A | N/A | 1786 (+Â 17.42%) |
readelf | 2.32 | 11323 | 10404 | 12359 | 13393 | 13122 | 14782 | 14192 | N/A | N/A | 16223 (+Â 9.75%) |
objdump | 2.32 | 7232 | 6502 | 7572 | 8267 | 8260 | 8182 | 7801 | N/A | N/A | 9016 (+Â 9.15%) |
xls2csv | 0.95 | 2113 | 1902 | 2298 | 2301 | 2318 | 2323 | 2435 | N/A | N/A | 2517 (+Â 3.37%) |
Hancom | 9.6.1.7749 | N/A | N/A | N/A | N/A | N/A | N/A | N/A | 5322 | 5728 | 8943 (+Â 56.13%) |
Microsoft Jet | Multiple | N/A | N/A | N/A | N/A | N/A | N/A | N/A | 7430 | 7882 | 13406 (+Â 70.08%) |
Average | +Â 17.32% |