High level conclusions

Reachability and coverage 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.

Fuzzer: /src/fuzz_xml.cpp

Call tree

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.

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

All functions overview

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

This sections provides heuristics that can be used as input to a fuzz engine when running a given fuzz target. The current focus is on providing input that is usable by libFuzzer.

/src/fuzz_xml.cpp

Dictionary

Use this with the libFuzzer -dict=DICT.file flag

New fuzzers

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

nccl_ep.cc

#include "ada_fuzz_header.h"

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

  /* target ncclEpCreateGroup */
  UNKNOWN_TYPE unknown_0;
  UNKNOWN_TYPE unknown_1;
  UNKNOWN_TYPE unknown_2;
  UNKNOWN_TYPE unknown_3;
  UNKNOWN_TYPE unknown_4;
  UNKNOWN_TYPE unknown_5;
  ncclEpCreateGroup(unknown_0, unknown_1, unknown_2, unknown_3, unknown_4, unknown_5);

  af_safe_gb_cleanup();
}

init.cc

#include "ada_fuzz_header.h"

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

  /* target ncclCommInitRankFunc */
  structncclAsyncJob* new_var6 = calloc(sizeof(structncclAsyncJob), 1);
  ncclCommInitRankFunc(new_var6);

  af_safe_gb_cleanup();
}

rasnet.cc

#include "ada_fuzz_header.h"

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

  /* target rasSockEventLoop */
  structrasSocket* new_var7 = calloc(sizeof(structrasSocket), 1);
  int new_var8 = ada_safe_get_int();
  rasSockEventLoop(new_var7, new_var8);

  af_safe_gb_cleanup();
}

gin_host_gdaki.cc

#include "ada_fuzz_header.h"

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

  /* target ncclGinGdakiCreateContext */
  UNKNOWN_TYPE unknown_9;
  int new_var10 = ada_safe_get_int();
  int new_var11 = ada_safe_get_int();
  int new_var12 = ada_safe_get_int();
  int new_var13 = ada_safe_get_int();
  int new_var14 = ada_safe_get_int();
  UNKNOWN_TYPE unknown_15;
  UNKNOWN_TYPE unknown_16;
  ncclGinGdakiCreateContext(unknown_9, new_var10, new_var11, new_var12, new_var13, new_var14, unknown_15, unknown_16);

  af_safe_gb_cleanup();
}

p2p.cc

#include "ada_fuzz_header.h"

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

  /* target ncclIbTest */
  UNKNOWN_TYPE unknown_17;
  int *new_var18 = af_get_int_p();
  int *new_var19 = af_get_int_p();
  ncclIbTest(unknown_17, new_var18, new_var19);

  af_safe_gb_cleanup();
}

gin.cc

#include "ada_fuzz_header.h"

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

  /* target ncclGinIbInitType */
  UNKNOWN_TYPE unknown_20;
  UNKNOWN_TYPE unknown_21;
  UNKNOWN_TYPE unknown_22;
  int new_var23 = ada_safe_get_int();
  UNKNOWN_TYPE unknown_24;
  ncclGinIbInitType(unknown_20, unknown_21, unknown_22, new_var23, unknown_24);

  af_safe_gb_cleanup();
}

connect.cc

#include "ada_fuzz_header.h"

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

  /* target ncclIbAccept */
  UNKNOWN_TYPE unknown_25;
  UNKNOWN_TYPE unknown_26;
  ncclIbAccept(unknown_25, unknown_26);

  af_safe_gb_cleanup();
}

Files in report

Directories in report

This section shows a list of 3rd party function calls and their relative coverage information. By static analysis of the target project code, all of the 3rd party function call and their caller information, including the source file and line number that initiate the call are captured. The caller source code file and line number are shown in column 2 while column 1 is the function name of the 3rd party function call. Each occurrent of the 3rd party function call will occuply a separate row. Column 3 of each row indicate if the 3rd party call in the source file line is unreachable. Column 4 lists all fuzzers that have covered that particular system call in that specific location (source file and line)during their dynamic fuzzing.

Function in each files in report