Fuzz introspector
For issues and ideas: https://github.com/ossf/fuzz-introspector/issues

Project functions overview

The following table shows data about each function in the project. The functions included in this table correspond to all functions that exist in the executables of the fuzzers. As such, there may be functions that are from third-party libraries.

For further technical details on the meaning of columns in the below table, please see the Glossary .

Func name Functions filename Args Function call depth Reached by Fuzzers Runtime reached by Fuzzers Combined reached by Fuzzers Fuzzers runtime hit Func lines hit % I Count BB Count Cyclomatic complexity Functions reached Reached by functions Accumulated cyclomatic complexity Undiscovered complexity

Fuzzer details

Fuzzer: gd_image_string_fuzzer

Call tree

The calltree shows the control flow of the fuzzer. This is overlaid with coverage information to display how much of the potential code a fuzzer can reach is in fact covered at runtime. In the following there is a link to a detailed calltree visualisation as well as a bitmap showing a high-level view of the calltree. For further information about these topics please see the glossary for full calltree and calltree overview

Call tree overview bitmap:

The distribution of callsites in terms of coloring is
Color Runtime hitcount Callsite count Percentage
red 0 6 15.7%
gold [1:9] 0 0.0%
yellow [10:29] 4 10.5%
greenyellow [30:49] 0 0.0%
lawngreen 50+ 28 73.6%
All colors 38 100

Fuzz blockers

The following nodes represent call sites where fuzz blockers occur.

Amount of callsites blocked Calltree index Parent function Callsite Largest blocked function
3 19 gdCalloc call site: 00019
2 8 _gd_error_ex call site: 00008 gd_error_ex
1 16 gdImageCreateTrueColor call site: 00016

Runtime coverage analysis

Covered functions
21
Functions that are reachable but not covered
12
Reachable functions
27
Percentage of reachable functions covered
55.56%
NB: The sum of covered functions and functions that are reachable but not covered need not be equal to Reachable functions . This is because the reachability analysis is an approximation and thus at runtime some functions may be covered that are not included in the reachability analysis. This is a limitation of our static analysis capabilities.
Function name source code lines source lines hit percentage hit

Files reached

filename functions hit
gd_image_string_fuzzer.cc 15
libgdgd.c 9
libgdgd_security.c 1
libgdgdhelpers.c 2

Fuzzer: parser_target.cc

Call tree

The calltree shows the control flow of the fuzzer. This is overlaid with coverage information to display how much of the potential code a fuzzer can reach is in fact covered at runtime. In the following there is a link to a detailed calltree visualisation as well as a bitmap showing a high-level view of the calltree. For further information about these topics please see the glossary for full calltree and calltree overview

Call tree overview bitmap:

The distribution of callsites in terms of coloring is
Color Runtime hitcount Callsite count Percentage
red 0 0 0.0%
gold [1:9] 2 66.6%
yellow [10:29] 0 0.0%
greenyellow [30:49] 0 0.0%
lawngreen 50+ 1 33.3%
All colors 3 100

Runtime coverage analysis

Covered functions
93
Functions that are reachable but not covered
1
Reachable functions
3
Percentage of reachable functions covered
66.67%
NB: The sum of covered functions and functions that are reachable but not covered need not be equal to Reachable functions . This is because the reachability analysis is an approximation and thus at runtime some functions may be covered that are not included in the reachability analysis. This is a limitation of our static analysis capabilities.
Warning: The number of covered functions are larger than the number of reachable functions. This means that there are more functions covered at runtime than are extracted using static analysis. This is likely a result of the static analysis component failing to extract the right call graph or the coverage runtime being compiled with sanitizers in code that the static analysis has not analysed. This can happen if lto/gold is not used in all places that coverage instrumentation is used.
Function name source code lines source lines hit percentage hit

Files reached

filename functions hit
parser_target.cc 3

Analyses and suggestions

Optimal target analysis

Remaining optimal interesting functions

The following table shows a list of functions that are optimal targets. Optimal targets are identified by finding the functions that in combination, yield a high code coverage.

Func name Functions filename Arg count Args Function depth hitcount instr count bb count cyclomatic complexity Reachable functions Incoming references total cyclomatic complexity Unreached complexity
BGD_DECLARE /src/libgd/src/gdft.c 10 ['gdImagePtr', 'int*', 'int', 'char*', 'double', 'double', 'int', 'int', 'char*', 'gdFTStringExtraPtr'] 5 0 332 72 93 72 0 339 338
gdImageGifAnimAddPtr /src/libgd/src/gd_gif_out.c 8 ['gdImagePtr', 'int*', 'int', 'int', 'int', 'int', 'int', 'gdImagePtr'] 8 0 10 3 2 85 0 299 293
gdImageCreateFromBmp /src/libgd/src/gd_bmp.c 1 ['FILE*'] 6 0 6 2 1 41 0 234 213
test /src/libgd/tests/gdimagescale/bug00329.c 1 ['char*'] 7 0 22 2 1 65 0 213 184
gdImageCreateFromGif /src/libgd/src/gd_gif_in.c 1 ['FILE*'] 7 0 6 2 1 34 0 124 109
testDrawing /src/libgd/src/testac.c 5 ['gdImagePtr', 'double', 'int', 'int', 'char*'] 7 0 13 2 1 84 0 307 108
_gd2CreateFromFile /src/libgd/src/gd_gd2.c 9 ['gdIOCtxPtr', 'int*', 'int*', 'int*', 'int*', 'int*', 'int*', 'int*', 't_chunk_info**'] 5 0 33 5 7 26 0 116 94
rotate /src/libgd/tests/gdimagecopyrotated/bug00320.c 2 ['int', 'float'] 7 0 26 6 7 67 0 201 81
_gdImagePngCtxEx /src/libgd/src/gd_png.c 3 ['gdImagePtr', 'gdIOCtx*', 'int'] 3 0 208 37 67 32 0 76 68
gdImageCreateFromTga /src/libgd/src/gd_tga.c 1 ['FILE*'] 6 0 6 2 1 30 1 76 60

Implementing fuzzers that target the above functions will improve reachability such that it becomes:

Functions statically reachable by fuzzers
24.0%
206 / 865
Cyclomatic complexity statically reachable by fuzzers
50.0%
1561 / 3149

All functions overview

If you implement fuzzers for these functions, the status of all functions in the project will be:

Func name Functions filename Args Function call depth Reached by Fuzzers Runtime reached by Fuzzers Combined reached by Fuzzers Fuzzers runtime hit Func lines hit % I Count BB Count Cyclomatic complexity Functions reached Reached by functions Accumulated cyclomatic complexity Undiscovered complexity

Fuzz driver synthesis

New fuzzers

The below fuzzers are templates and suggestions for how to target the set of optimal functions above

gdft.c

Target file: /src/libgd/src/gdft.c
Target functions: BGD_DECLARE
#include "ada_fuzz_header.h"

int LLVMFuzzerTestOneInput(const uint8_t *data, size_t size) {
  af_safe_gb_init(data, size);

  /* target BGD_DECLARE */
  UNKNOWN_TYPE unknown_0;
  int *new_var1 = af_get_int_p();
  int new_var2 = ada_safe_get_int();
  char *new_var3 = ada_safe_get_char_p();
  UNKNOWN_TYPE unknown_4;
  UNKNOWN_TYPE unknown_5;
  int new_var6 = ada_safe_get_int();
  int new_var7 = ada_safe_get_int();
  char *new_var8 = ada_safe_get_char_p();
  UNKNOWN_TYPE unknown_9;
  BGD_DECLARE(unknown_0, new_var1, new_var2, new_var3, unknown_4, unknown_5, new_var6, new_var7, new_var8, unknown_9);

  af_safe_gb_cleanup();
}

gd_gif_out.c

Target file: /src/libgd/src/gd_gif_out.c
Target functions: gdImageGifAnimAddPtr
#include "ada_fuzz_header.h"

int LLVMFuzzerTestOneInput(const uint8_t *data, size_t size) {
  af_safe_gb_init(data, size);

  /* target gdImageGifAnimAddPtr */
  UNKNOWN_TYPE unknown_10;
  int *new_var11 = af_get_int_p();
  int new_var12 = ada_safe_get_int();
  int new_var13 = ada_safe_get_int();
  int new_var14 = ada_safe_get_int();
  int new_var15 = ada_safe_get_int();
  int new_var16 = ada_safe_get_int();
  UNKNOWN_TYPE unknown_17;
  gdImageGifAnimAddPtr(unknown_10, new_var11, new_var12, new_var13, new_var14, new_var15, new_var16, unknown_17);

  af_safe_gb_cleanup();
}

gd_bmp.c

Target file: /src/libgd/src/gd_bmp.c
Target functions: gdImageCreateFromBmp
#include "ada_fuzz_header.h"

int LLVMFuzzerTestOneInput(const uint8_t *data, size_t size) {
  af_safe_gb_init(data, size);

  /* target gdImageCreateFromBmp */
  UNKNOWN_TYPE unknown_18;
  gdImageCreateFromBmp(unknown_18);

  af_safe_gb_cleanup();
}

bug00329.c

Target file: /src/libgd/tests/gdimagescale/bug00329.c
Target functions: test
#include "ada_fuzz_header.h"

int LLVMFuzzerTestOneInput(const uint8_t *data, size_t size) {
  af_safe_gb_init(data, size);

  /* target test */
  char *new_var19 = ada_safe_get_char_p();
  test(new_var19);

  af_safe_gb_cleanup();
}

gd_gif_in.c

Target file: /src/libgd/src/gd_gif_in.c
Target functions: gdImageCreateFromGif
#include "ada_fuzz_header.h"

int LLVMFuzzerTestOneInput(const uint8_t *data, size_t size) {
  af_safe_gb_init(data, size);

  /* target gdImageCreateFromGif */
  UNKNOWN_TYPE unknown_20;
  gdImageCreateFromGif(unknown_20);

  af_safe_gb_cleanup();
}

testac.c

Target file: /src/libgd/src/testac.c
Target functions: testDrawing
#include "ada_fuzz_header.h"

int LLVMFuzzerTestOneInput(const uint8_t *data, size_t size) {
  af_safe_gb_init(data, size);

  /* target testDrawing */
  UNKNOWN_TYPE unknown_21;
  UNKNOWN_TYPE unknown_22;
  int new_var23 = ada_safe_get_int();
  int new_var24 = ada_safe_get_int();
  char *new_var25 = ada_safe_get_char_p();
  testDrawing(unknown_21, unknown_22, new_var23, new_var24, new_var25);

  af_safe_gb_cleanup();
}

gd_gd2.c

Target file: /src/libgd/src/gd_gd2.c
Target functions: _gd2CreateFromFile
#include "ada_fuzz_header.h"

int LLVMFuzzerTestOneInput(const uint8_t *data, size_t size) {
  af_safe_gb_init(data, size);

  /* target _gd2CreateFromFile */
  UNKNOWN_TYPE unknown_26;
  int *new_var27 = af_get_int_p();
  int *new_var28 = af_get_int_p();
  int *new_var29 = af_get_int_p();
  int *new_var30 = af_get_int_p();
  int *new_var31 = af_get_int_p();
  int *new_var32 = af_get_int_p();
  int *new_var33 = af_get_int_p();
  UNKNOWN_TYPE unknown_34;
  _gd2CreateFromFile(unknown_26, new_var27, new_var28, new_var29, new_var30, new_var31, new_var32, new_var33, unknown_34);

  af_safe_gb_cleanup();
}

bug00320.c

Target file: /src/libgd/tests/gdimagecopyrotated/bug00320.c
Target functions: rotate
#include "ada_fuzz_header.h"

int LLVMFuzzerTestOneInput(const uint8_t *data, size_t size) {
  af_safe_gb_init(data, size);

  /* target rotate */
  int new_var35 = ada_safe_get_int();
  UNKNOWN_TYPE unknown_36;
  rotate(new_var35, unknown_36);

  af_safe_gb_cleanup();
}

gd_png.c

Target file: /src/libgd/src/gd_png.c
Target functions: _gdImagePngCtxEx
#include "ada_fuzz_header.h"

int LLVMFuzzerTestOneInput(const uint8_t *data, size_t size) {
  af_safe_gb_init(data, size);

  /* target _gdImagePngCtxEx */
  UNKNOWN_TYPE unknown_37;
  UNKNOWN_TYPE unknown_38;
  int new_var39 = ada_safe_get_int();
  _gdImagePngCtxEx(unknown_37, unknown_38, new_var39);

  af_safe_gb_cleanup();
}

gd_tga.c

Target file: /src/libgd/src/gd_tga.c
Target functions: gdImageCreateFromTga
#include "ada_fuzz_header.h"

int LLVMFuzzerTestOneInput(const uint8_t *data, size_t size) {
  af_safe_gb_init(data, size);

  /* target gdImageCreateFromTga */
  UNKNOWN_TYPE unknown_40;
  gdImageCreateFromTga(unknown_40);

  af_safe_gb_cleanup();
}

Files and Directories in report

This section shows which files and directories are considered in this report. The main reason for showing this is fuzz introspector may include more code in the reasoning than is desired. This section helps identify if too many files/directories are included, e.g. third party code, which may be irrelevant for the threat model. In the event too much is included, fuzz introspector supports a configuration file that can exclude data from the report. See the following link for more information on how to create a config file: link

Files in report

Source file Reached by Covered by
/src/libgd/tests/gdimagescale/bug00329.c [] []
/src/libgd/cmake/modules/TestForHighBitCharacters.c [] []
/src/libgd/src/gd_crop.c [] []
/src/libgd/src/gd_jpeg.c [] []
/src/libgd/src/gdhelpers.h [] []
/src/libgd/src/gd_tiff.c [] []
/src/libgd/tests/tga/tga_read.c [] []
/src/libgd/src/gd_version.c [] []
/src/libgd/src/gdfonts.c [] []
/src/libgd/src/gd_matrix.c [] []
/src/libgd/src/gdxpm.c [] []
/src/libgd/tests/gdtest/gdtest.c [] []
/src/libgd/src/gd_filename.c [] []
/src/libgd/src/gd_io_stream.cxx [] []
/src/libgd/src/gd_interpolation.c [] []
/src/libgd/src/gd_color_map.c [] []
/src/libgd/tests/gdimageconvolution/basic.c [] []
/src/libgd/src/gd_rotate.c [] []
/src/libgd/src/getopt.c [] []
/src/libgd/src/gd_io_dp.c [] []
/src/libgd/src/gdft.c [] []
/src/libgd/tests/gif/gif_im2im.c [] []
/src/libgd/src/gd_color.c [] []
/src/libgd/src/gd_io_ss.c [] []
/src/libgd/tests/gdimagerectangle/point_ordering.c [] []
/src/libgd/tests/gdimagefilter/gdCopyBlurred.c [] []
/src/libgd/tests/gdimagecopyrotated/bug00320.c [] []
/src/libgd/tests/gdimagecontrast/basic.c [] []
/src/libgd/src/gd_gd2.c [] []
/src/libgd/src/gd_io_file.c [] []
/src/libgd/tests/gd2/gd2_im2im.c [] []
/src/libgd/examples/windows.c [] []
/src/libgd/src/wbmp.c [] []
/src/libgd/src/gd_avif.c [] []
/src/libgd/src/gd_xbm.c [] []
/src/libgd/src/gd_security.c ['gd_image_string_fuzzer'] ['gd_image_string_fuzzer']
/src/libgd/src/gd_bmp.c [] []
/src/libgd/tests/wbmp/wbmp_im2im.c [] []
/src/libgd/src/gd_io_stream.h [] []
/src/libgd/tests/gdinterpolatedscale/gdTrivialResize.c [] []
/src/libgd/tests/gd/gd_im2im.c [] []
/src/libgd/src/gd_wbmp.c [] []
/src/libgd/src/gd_gd.c [] []
/src/libgd/src/gdfontg.c [] []
/src/libgd/src/gd_io.c [] []
/src/libgd/src/gd.c ['gd_image_string_fuzzer'] ['gd_image_string_fuzzer']
/src/libgd/src/testac.c [] []
/src/libgd/src/gdfx.c [] []
/src/libgd/tests/bmp/bmp_im2im.c [] []
/src/libgd/examples/crop.c [] []
/src/libgd/src/gd_heif.c [] []
/src/parser_target.cc ['parser_target.cc'] ['parser_target.cc']
/src/gd_image_string_fuzzer.cc ['gd_image_string_fuzzer'] ['gd_image_string_fuzzer']
/src/libgd/tests/tiff/tiff_dpi.c [] []
/src/libgd/src/gdkanji.c [] []
/src/libgd/tests/gdimagebrightness/basic.c [] []
/src/libgd/examples/nnquant.c [] []
/src/libgd/src/gd.h [] []
/src/libgd/src/gd_intern.h [] []
/src/libgd/src/msinttypes/stdint.h [] []
/src/libgd/tests/png/bug00193.c [] []
/src/libgd/src/gd_transform.c [] []
/src/libgd/tests/gdtest/gdtest.h [] []
/src/libgd/src/gd_nnquant.c [] []
/src/libgd/src/gdfontmb.c [] []
/src/libgd/tests/jpeg/bug00338.c [] []
/src/libgd/src/gdpp.cxx [] []
/src/libgd/src/fontwheeltest.c [] []
/src/libgd/examples/flip.c [] []
/src/libgd/src/gd_color_match.c [] []
/src/libgd/tests/bmp/bug00275.c [] []
/src/libgd/tests/png/png_im2im.c [] []
/src/libgd/tests/gdimageline/gdimageline_aa.c [] []
/src/libgd/src/gdpp.h [] []
/src/libgd/src/msinttypes/inttypes.h [] []
/src/libgd/src/gdtest.c [] []
/src/libgd/tests/gdtest/readdir.c [] []
/src/libgd/src/gd_webp.c [] []
/src/libgd/examples/jpeg2avifex.c [] []
/src/libgd/src/gdtestft.c [] []
/src/libgd/src/gd_png.c [] []
/src/libgd/src/fontsizetest.c [] []
/src/libgd/tests/tiff/tiff_invalid_read.c [] []
/src/libgd/src/gd_topal.c [] []
/src/libgd/src/gdhelpers.c ['gd_image_string_fuzzer'] ['gd_image_string_fuzzer']
/src/libgd/src/gdcache.c [] []
/src/libgd/src/webpng.c [] []
/src/libgd/src/gd_gif_out.c [] []
/src/libgd/tests/gdimagecopyresampled/bug00201.c [] []
/src/libgd/examples/png2avif.c [] []
/src/libgd/src/gdfontt.c [] []
/src/libgd/src/gd_tga.c [] []
/src/libgd/src/gdfontl.c [] []
/src/libgd/src/gd_gif_in.c [] []
/src/libgd/tests/gdimagepixelate/gdimagepixelate.c [] []
/src/libgd/tests/gdimagecolorreplace/gdimagecolorreplace.c [] []
/src/libgd/tests/gdimagecrop/bug00485_auto.c [] []
/src/libgd/src/gd_filter.c [] []
/src/libgd/tests/jpeg/jpeg_im2im.c [] []
/src/libgd/tests/gdimagefile/gdnametest.c [] []
/src/libgd/src/gd_ss.c [] []
/src/libgd/tests/gdimageline/github_bug_167.c [] []
/src/libgd/tests/gdimageflip/gdimageflip.c [] []

Directories in report

Directory
/src/libgd/tests/gdimagebrightness/
/src/libgd/tests/jpeg/
/src/libgd/tests/tga/
/src/libgd/tests/gdimagecrop/
/src/libgd/tests/bmp/
/src/libgd/tests/gdimagepixelate/
/src/libgd/tests/tiff/
/src/libgd/tests/gdimagescale/
/src/libgd/src/
/src/libgd/tests/gdimageflip/
/src/libgd/tests/gdimageline/
/src/libgd/tests/gdimagerectangle/
/src/libgd/src/msinttypes/
/src/libgd/tests/gdimagecolorreplace/
/src/libgd/tests/gdimagefile/
/src/libgd/tests/png/
/src/libgd/tests/gdimageconvolution/
/src/libgd/cmake/modules/
/src/libgd/tests/wbmp/
/src/libgd/tests/gd2/
/src/libgd/tests/gdimagecopyrotated/
/src/libgd/tests/gdimagefilter/
/src/libgd/tests/gdtest/
/src/libgd/tests/gif/
/src/libgd/tests/gd/
/src/libgd/tests/gdimagecopyresampled/
/src/libgd/examples/
/src/libgd/tests/gdinterpolatedscale/
/src/
/src/libgd/tests/gdimagecontrast/