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Table 2 Visited basic blocks of different fuzzers in 24 h (median value)

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 (+ 9.10%)

jhead

3.04

1161

1161

1160

N/A*

1158

1207

1160

N/A

N/A

1164 (- 3.56%)

libjpeg

2.0.4

3361

3215

3431

4922

4053

3745

3543

N/A

N/A

5910 (+ 20.07%)

tcpdump

4.10.0

25304

22982

25442

29806

28335

30501

26533

N/A

N/A

33729 (+ 10.58%)

libde265

1.0.5

3633

3557

3719

N/A*

4007

3802

4002

N/A

N/A

4096 (+ 2.22%)

zlib

1.2.11

1903

1881

1898

1906

1920

1955

1912

N/A

N/A

1919 (- 1.84%)

catppt

0.95

577

555

601

610

686

721

732

N/A

N/A

898 (+ 22.68%)

catdoc

0.95

1313

1213

1351

N/A*

1415

1458

1521

N/A

N/A

1786 (+ 17.42%)

readelf

2.32

11323

10404

12359

13393

13122

14782

14192

N/A

N/A

16223 (+ 9.75%)

objdump

2.32

7232

6502

7572

8267

8260

8182

7801

N/A

N/A

9016 (+ 9.15%)

xls2csv

0.95

2113

1902

2298

2301

2318

2323

2435

N/A

N/A

2517 (+ 3.37%)

Hancom

9.6.1.7749

N/A

N/A

N/A

N/A

N/A

N/A

N/A

5322

5728

8943 (+ 56.13%)

Microsoft Jet

Multiple

N/A

N/A

N/A

N/A

N/A

N/A

N/A

7430

7882

13406 (+ 70.08%)

Average

+ 17.32%

  1. *The fuzzer failed to run on the target over 24 h