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

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
test_new_curve /src/pycryptodome/src/test/test_ec_nat.c 1 ['TestCurve*'] 15 0 26 2 1 129 0 265 265
mld_sign_verify_pre_hash_internal /src/pycryptodome/src/mldsa-native/src/sign.c 8 ['uint8_t[]', 'uint8_t*', 'size_t', 'uint8_t*', 'size_t', 'uint8_t[]', 'int', 'MLD_CONFIG_CONTEXT_PARAMETER_TYPE'] 9 0 17 3 4 110 1 140 139
mlk_kem_dec /src/pycryptodome/src/mlkem-native/src/kem.c 4 ['uint8_t[]', 'uint8_t[]', 'uint8_t[]', 'MLK_CONFIG_CONTEXT_PARAMETER_TYPE'] 10 0 37 5 10 110 0 119 86
test_group_scalar_public /src/pycryptodome/src/test/ec_group_tests.c 2 ['EcPoint**', 'size_t'] 10 0 27 3 9 114 1 206 84
test_at_and_skip_end /src/pycryptodome/src/test/test_chacha20.c 1 ['size_t'] 5 0 19 2 2 32 0 75 74
nat_powmod /src/pycryptodome/src/nat_mod.c 5 ['Nat*', 'Nat*', 'Nat*', 'size_t', 'Nat*'] 8 0 46 9 19 73 4 150 62
nat_invmod /src/pycryptodome/src/nat_mod.c 3 ['Nat*', 'Nat*', 'Nat*'] 6 0 71 13 27 55 4 108 52
transcrypt /src/pycryptodome/src/raw_ocb.c 5 ['OcbModeState*', 'uint8_t*', 'uint8_t*', 'size_t', 'enum OcbDirection'] 6 0 6 2 1 20 2 42 40
check_decode /src/pycryptodome/src/test/test_ed25519.c 3 ['uint8_t[]', 'Point*', 'int'] 6 0 8 2 1 34 1 44 39
EKSBlowfish_bcrypt2 /src/pycryptodome/src/blowfish.c 11 ['uint8_t[]', 'size_t', 'uint8_t[]', 'uint8_t[]', 'size_t', 'unsigned', 'unsigned', 'uint8_t[]', 'size_t', 'uint8_t[]', 'uint8_t[]'] 3 0 34 5 10 17 0 38 37

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

Functions statically reachable by fuzzers
26.0%
365 / 1380
Cyclomatic complexity statically reachable by fuzzers
28.9%
878 / 3064

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

test_ec_nat.c

Target file: /src/pycryptodome/src/test/test_ec_nat.c
Target functions: test_new_curve
#include "ada_fuzz_header.h"

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

  /* target test_new_curve */
  UNKNOWN_TYPE unknown_0;
  test_new_curve(unknown_0);

  af_safe_gb_cleanup();
}

sign.c

Target file: /src/pycryptodome/src/mldsa-native/src/sign.c
Target functions: mld_sign_verify_pre_hash_internal
#include "ada_fuzz_header.h"

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

  /* target mld_sign_verify_pre_hash_internal */
  UNKNOWN_TYPE unknown_1;
  UNKNOWN_TYPE unknown_2;
  UNKNOWN_TYPE unknown_3;
  UNKNOWN_TYPE unknown_4;
  UNKNOWN_TYPE unknown_5;
  UNKNOWN_TYPE unknown_6;
  int new_var7 = ada_safe_get_int();
  UNKNOWN_TYPE unknown_8;
  mld_sign_verify_pre_hash_internal(unknown_1, unknown_2, unknown_3, unknown_4, unknown_5, unknown_6, new_var7, unknown_8);

  af_safe_gb_cleanup();
}

kem.c

Target file: /src/pycryptodome/src/mlkem-native/src/kem.c
Target functions: mlk_kem_dec
#include "ada_fuzz_header.h"

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

  /* target mlk_kem_dec */
  UNKNOWN_TYPE unknown_9;
  UNKNOWN_TYPE unknown_10;
  UNKNOWN_TYPE unknown_11;
  UNKNOWN_TYPE unknown_12;
  mlk_kem_dec(unknown_9, unknown_10, unknown_11, unknown_12);

  af_safe_gb_cleanup();
}

ec_group_tests.c

Target file: /src/pycryptodome/src/test/ec_group_tests.c
Target functions: test_group_scalar_public
#include "ada_fuzz_header.h"

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

  /* target test_group_scalar_public */
  UNKNOWN_TYPE unknown_13;
  UNKNOWN_TYPE unknown_14;
  test_group_scalar_public(unknown_13, unknown_14);

  af_safe_gb_cleanup();
}

test_chacha20.c

Target file: /src/pycryptodome/src/test/test_chacha20.c
Target functions: test_at_and_skip_end
#include "ada_fuzz_header.h"

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

  /* target test_at_and_skip_end */
  UNKNOWN_TYPE unknown_15;
  test_at_and_skip_end(unknown_15);

  af_safe_gb_cleanup();
}

nat_mod.c

Target file: /src/pycryptodome/src/nat_mod.c
Target functions: nat_powmod, nat_invmod
#include "ada_fuzz_header.h"

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

  /* target nat_powmod */
  UNKNOWN_TYPE unknown_16;
  UNKNOWN_TYPE unknown_17;
  UNKNOWN_TYPE unknown_18;
  UNKNOWN_TYPE unknown_19;
  UNKNOWN_TYPE unknown_20;
  nat_powmod(unknown_16, unknown_17, unknown_18, unknown_19, unknown_20);

  /* target nat_invmod */
  UNKNOWN_TYPE unknown_21;
  UNKNOWN_TYPE unknown_22;
  UNKNOWN_TYPE unknown_23;
  nat_invmod(unknown_21, unknown_22, unknown_23);

  af_safe_gb_cleanup();
}

raw_ocb.c

Target file: /src/pycryptodome/src/raw_ocb.c
Target functions: transcrypt
#include "ada_fuzz_header.h"

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

  /* target transcrypt */
  UNKNOWN_TYPE unknown_24;
  UNKNOWN_TYPE unknown_25;
  UNKNOWN_TYPE unknown_26;
  UNKNOWN_TYPE unknown_27;
  UNKNOWN_TYPE unknown_28;
  transcrypt(unknown_24, unknown_25, unknown_26, unknown_27, unknown_28);

  af_safe_gb_cleanup();
}

test_ed25519.c

Target file: /src/pycryptodome/src/test/test_ed25519.c
Target functions: check_decode
#include "ada_fuzz_header.h"

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

  /* target check_decode */
  UNKNOWN_TYPE unknown_29;
  UNKNOWN_TYPE unknown_30;
  int new_var31 = ada_safe_get_int();
  check_decode(unknown_29, unknown_30, new_var31);

  af_safe_gb_cleanup();
}

blowfish.c

Target file: /src/pycryptodome/src/blowfish.c
Target functions: EKSBlowfish_bcrypt2
#include "ada_fuzz_header.h"

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

  /* target EKSBlowfish_bcrypt2 */
  UNKNOWN_TYPE unknown_32;
  UNKNOWN_TYPE unknown_33;
  UNKNOWN_TYPE unknown_34;
  UNKNOWN_TYPE unknown_35;
  UNKNOWN_TYPE unknown_36;
  UNKNOWN_TYPE unknown_37;
  UNKNOWN_TYPE unknown_38;
  UNKNOWN_TYPE unknown_39;
  UNKNOWN_TYPE unknown_40;
  UNKNOWN_TYPE unknown_41;
  UNKNOWN_TYPE unknown_42;
  EKSBlowfish_bcrypt2(unknown_32, unknown_33, unknown_34, unknown_35, unknown_36, unknown_37, unknown_38, unknown_39, unknown_40, unknown_41, unknown_42);

  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/pycryptodome/src/nat.c [] []
/src/pycryptodome/src/cpuid.c [] []
/src/pycryptodome/src/pq_fips202.h [] []
/src/pycryptodome/src/mlkem-native/src/debug.c [] []
/src/pycryptodome/src/MD5.c [] []
/src/pycryptodome/src/endianess.h [] []
/src/pycryptodome/src/ec_special.h [] []
/src/pycryptodome/src/salsa20_core.h [] []
/src/pycryptodome/src/mldsa-native/src/sign.c [] []
/src/pycryptodome/src/mlkem-native/src/context.h [] []
/src/pycryptodome/src/hash_SHA2_template.c [] []
/src/pycryptodome/src/hash_SHA2_compress_armv8.c [] []
/src/pycryptodome/src/mldsa-native/src/polyvec.c [] []
/src/pycryptodome/src/ec_field.h [] []
/src/pycryptodome/src/raw_ecb.c [] []
/src/pycryptodome/src/test/test_curve448.c [] []
/src/pycryptodome/src/CAST.c [] []
/src/pycryptodome/src/test/test_pkcs1.c [] []
/src/pycryptodome/src/ARC4.c [] []
/src/pycryptodome/src/test/test_raw_ctr.c [] []
/src/pycryptodome/src/mlkem-native/mlkem_native.h [] []
/src/pycryptodome/test_vectors/src/cSHAKE_tv.c [] []
/src/pycryptodome/src/test/test_raw_xts.c [] []
/src/pycryptodome/src/RIPEMD160.c [] []
/src/pycryptodome/src/test/test_pkcs1_ct.c [] []
/src/pycryptodome/src/mldsa_fips202.h [] []
/src/pycryptodome/src/pkcs1_decode.c [] []
/src/pycryptodome/src/AES.c [] []
/src/pycryptodome/src/keccak.c [] []
/src/pycryptodome/src/mldsa-native/src/common.h [] []
/src/pycryptodome/src/mldsa-native/src/polyvec_lazy.c [] []
/src/pycryptodome/src/blowfish.c [] []
/src/pycryptodome/src/test/test_endianess.c [] []
/src/pycryptodome/src/block_common.c [] []
/src/pycryptodome/src/ed448.c [] []
/src/pycryptodome/src/test/test_salsa20.c [] []
/src/pycryptodome/src/chacha20.c [] []
/src/pycryptodome/src/mlkem-native/src/fips202/keccakf1600.c [] []
/src/pycryptodome/src/strxor.c [] []
/src/pycryptodome/test_vectors/src/pbes2_botan.cpp [] []
/src/pycryptodome/src/test/test_ed25519_ct.c [] []
/src/pycryptodome/src/ghash_portable.c [] []
/src/pycryptodome/src/test/test_ghash.c [] []
/src/pcd_hash_fuzzer.cc ['pcd_hash_fuzzer.cc'] []
/src/pycryptodome/src/raw_xts.c [] []
/src/pycryptodome/src/blake2s.c [] []
/src/pycryptodome/src/raw_cfb.c [] []
/src/pycryptodome/src/mlkem-native/src/common.h [] []
/src/pcd_aes_fuzzer.cc ['pcd_aes_fuzzer.cc'] []
/src/pycryptodome/src/keccak_x4_neon.c [] []
/src/pycryptodome/src/SHA1.c [] []
/src/pycryptodome/src/mldsa-native/src/poly.c [] []
/src/pycryptodome/src/ghash_clmul.c [] []
/src/pycryptodome/src/nat_mod.c [] []
/src/pycryptodome/src/MD2.c [] []
/src/pycryptodome/src/raw_ocb.c [] []
/src/pycryptodome/src/mlkem-native/src/verify.h [] []
/src/pycryptodome/src/hash_SHA2_compress_portable.c [] []
/src/pycryptodome/src/mlkem-native/src/cbmc.h [] []
/src/pycryptodome/src/mldsa-native/src/fips202/native/armv81m/src/keccak_f1600_x4_mve.c [] []
/src/pycryptodome/src/ec_nat.c [] []
/src/pycryptodome/src/mlkem_fips202.h [] []
/src/pycryptodome/src/mlkem-native/src/poly_k.c [] []
/src/pycryptodome/src/mldsa-native/src/symmetric.h [] []
/src/pycryptodome/src/scrypt.c [] []
/src/pycryptodome/src/nat.h [] []
/src/pycryptodome/src/blake2.c [] []
/src/pycryptodome/src/mldsa-native/src/debug.c [] []
/src/pycryptodome/src/mlkem-native/src/poly.c [] []
/src/pycryptodome/src/raw_cbc.c [] []
/src/pycryptodome/src/ghash_pmull.c [] []
/src/pycryptodome/src/mlkem-native/src/fips202/native/armv81m/src/keccak_f1600_x4_mve.c [] []
/src/pycryptodome/src/mldsa.c [] []
/src/pycryptodome/src/mldsa-native/src/fips202/fips202x4.c [] []
/src/pycryptodome/src/AES_armv8.c [] []
/src/pycryptodome/src/keccak_x4_avx2.c [] []
/src/pycryptodome/src/mldsa-native/src/fips202/fips202.c [] []
/src/pycryptodome/src/curve25519.c [] []
/src/pycryptodome/src/curve448.c [] []
/src/pycryptodome/src/mldsa-native/src/poly_kl.c [] []
/src/pycryptodome/src/mlkem-native/src/compress.c [] []
/src/pycryptodome/src/DES.c [] []
/src/pycryptodome/src/mlkem-native/src/indcpa.c [] []
/src/pycryptodome/src/mldsa-native/src/packing.c [] []
/src/pycryptodome/src/mlkem.c [] []
/src/pycryptodome/src/test/test_ec_common.c [] []
/src/pycryptodome/src/mod25519.c [] []
/src/pycryptodome/src/sse2_unaligned.h [] []
/src/pycryptodome/src/mlkem-native/src/fips202/fips202.c [] []
/src/pycryptodome/src/mldsa-native/src/sys.h [] []
/src/pycryptodome/src/mldsa-native/src/cbmc.h [] []
/src/pycryptodome/src/poly1305.c [] []
/src/pycryptodome/src/mlkem-native/src/kem.c [] []
/src/pycryptodome/src/test/test_ec_nat.c [] []
/src/pycryptodome/src/test/test_nat_ct.c [] []
/src/pycryptodome/src/test/test_mod25519.c [] []
/src/pycryptodome/src/nat_prime.c [] []
/src/pycryptodome/src/test/test_aesni.c [] []
/src/pycryptodome/src/mlkem-native/src/sys.h [] []
/src/pycryptodome/src/mlkem-native/src/debug.h [] []
/src/pycryptodome/src/mlkem-native/src/symmetric.h [] []
/src/pycryptodome/src/ec_common.h [] []
/src/pycryptodome/src/nat_gcd.c [] []
/src/pycryptodome/src/hash_SHA2_compress_shani.c [] []
/src/pycryptodome/src/mlkem-native/src/fips202/fips202x4.c [] []
/src/pycryptodome/src/test/test_curve25519.c [] []
/src/pycryptodome/src/test/test_nat.c [] []
/src/pycryptodome/src/mldsa-native/src/debug.h [] []
/src/pycryptodome/src/test/test_keccak_x4.c [] []
/src/pycryptodome/src/test/test_chacha20.c [] []
/src/pycryptodome/src/test/test_ed448.c [] []
/src/pycryptodome/src/Salsa20.c [] []
/src/pycryptodome/src/mldsa-native/src/fips202/keccakf1600.c [] []
/src/pycryptodome/src/AESNI.c [] []
/src/pycryptodome/src/test/test_ec_nat_ct.c [] []
/src/pycryptodome/src/ed25519.c [] []
/src/pycryptodome/src/nat_ct.h [] []
/src/pycryptodome/src/mldsa-native/src/ct.h [] []
/src/pycryptodome/src/test/test_clmul.c [] []
/src/pycryptodome/src/raw_ofb.c [] []
/src/pycryptodome/src/mlkem-native/src/sampling.c [] []
/src/pycryptodome/src/test/test_aes_armv8.c [] []
/src/pycryptodome/src/common.h [] []
/src/pycryptodome/src/k12.c [] []
/src/pycryptodome/src/siphash.h [] []
/src/pycryptodome/src/nat_rows.c [] []
/src/pycryptodome/src/test/ec_group_tests.c [] []
/src/pycryptodome/src/MD4.c [] []
/src/pycryptodome/src/mldsa-native/src/context.h [] []
/src/pycryptodome/src/mldsa-native/mldsa_native.h [] []
/src/pycryptodome/src/test/test_ed25519.c [] []
/src/pycryptodome/src/nat_div.c [] []
/src/pycryptodome/src/ARC2.c [] []
/src/pycryptodome/src/raw_ctr.c [] []
/src/pycryptodome/src/ec_common.c [] []
/src/pycryptodome/test_vectors/src/sp800_108.cpp [] []

Directories in report

Directory
/src/pycryptodome/src/mlkem-native/src/fips202/native/armv81m/src/
/src/pycryptodome/src/test/
/src/pycryptodome/src/mldsa-native/src/fips202/native/armv81m/src/
/src/pycryptodome/src/
/src/pycryptodome/src/mldsa-native/src/fips202/
/src/pycryptodome/src/mldsa-native/src/
/src/pycryptodome/src/mlkem-native/
/src/pycryptodome/test_vectors/src/
/src/pycryptodome/src/mlkem-native/src/
/src/pycryptodome/src/mlkem-native/src/fips202/
/src/pycryptodome/src/mldsa-native/
/src/