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|
| +============================================
|
| +Fast LLVM-based instrumentation for afl-fuzz
|
| +============================================
|
| +
|
| + (See ../docs/README for the general instruction manual.)
|
| +
|
| +1) Introduction
|
| +---------------
|
| +
|
| +The code in this directory allows you to instrument programs for AFL using
|
| +true compiler-level instrumentation, instead of the more crude
|
| +assembly-level rewriting approach taken by afl-gcc and afl-clang. This has
|
| +several interesting properties:
|
| +
|
| + - The compiler can make many optimizations that are hard to pull off when
|
| + manually inserting assembly. As a result, some slow, CPU-bound programs will
|
| + run up to around 2x faster.
|
| +
|
| + The gains are less pronounced for fast binaries, where the speed is limited
|
| + chiefly by the cost of creating new processes. In such cases, the gain will
|
| + probably stay within 10%.
|
| +
|
| + - The instrumentation is CPU-independent. At least in principle, you should
|
| + be able to rely on it to fuzz programs on non-x86 architectures (after
|
| + building afl-fuzz with AFL_NO_X86=1).
|
| +
|
| + - The instrumentation can cope a bit better with multi-threaded targets.
|
| +
|
| + - Because the feature relies on the internals of LLVM, it is clang-specific
|
| + and will *not* work with GCC.
|
| +
|
| +Once this implementation is shown to be sufficiently robust and portable, it
|
| +will probably replace afl-clang. For now, it can be built separately and
|
| +co-exists with the original code.
|
| +
|
| +The idea and much of the implementation comes from Laszlo Szekeres.
|
| +
|
| +2) How to use
|
| +-------------
|
| +
|
| +In order to leverage this mechanism, you need to have clang installed on your
|
| +system. You should also make sure that the llvm-config tool is in your path
|
| +(or pointed to via LLVM_CONFIG in the environment).
|
| +
|
| +Unfortunately, some systems that do have clang come without llvm-config or the
|
| +LLVM development headers; one example of this is FreeBSD. FreeBSD users will
|
| +also run into problems with clang being built statically and not being able to
|
| +load modules (you'll see "Service unavailable" when loading afl-llvm-pass.so).
|
| +
|
| +To solve all your problems, you can grab pre-built binaries for your OS from:
|
| +
|
| + http://llvm.org/releases/download.html
|
| +
|
| +...and then put the bin/ directory from the tarball at the beginning of your
|
| +$PATH when compiling the feature and building packages later on. You don't need
|
| +to be root for that.
|
| +
|
| +To build the instrumentation itself, type 'make'. This will generate binaries
|
| +called afl-clang-fast and afl-clang-fast++ in the parent directory. Once this
|
| +is done, you can instrument third-party code in a way similar to the standard
|
| +operating mode of AFL, e.g.:
|
| +
|
| + CC=/path/to/afl/afl-clang-fast ./configure [...options...]
|
| + make
|
| +
|
| +Be sure to also include CXX set to afl-clang-fast++ for C++ code.
|
| +
|
| +The tool honors roughly the same environmental variables as afl-gcc (see
|
| +../docs/env_variables.txt). This includes AFL_INST_RATIO, AFL_USE_ASAN,
|
| +AFL_HARDEN, and AFL_DONT_OPTIMIZE.
|
| +
|
| +Note: if you want the LLVM helper to be installed on your system for all
|
| +users, you need to build it before issuing 'make install' in the parent
|
| +directory.
|
| +
|
| +3) Gotchas, feedback, bugs
|
| +--------------------------
|
| +
|
| +This is an early-stage mechanism, so field reports are welcome. You can send bug
|
| +reports to <afl-users@googlegroups.com>.
|
| +
|
| +4) Bonus feature #1: deferred instrumentation
|
| +---------------------------------------------
|
| +
|
| +AFL tries to optimize performance by executing the targeted binary just once,
|
| +stopping it just before main(), and then cloning this "master" process to get
|
| +a steady supply of targets to fuzz.
|
| +
|
| +Although this approach eliminates much of the OS-, linker- and libc-level
|
| +costs of executing the program, it does not always help with binaries that
|
| +perform other time-consuming initialization steps - say, parsing a large config
|
| +file before getting to the fuzzed data.
|
| +
|
| +In such cases, it's beneficial to initialize the forkserver a bit later, once
|
| +most of the initialization work is already done, but before the binary attempts
|
| +to read the fuzzed input and parse it; in some cases, this can offer a 10x+
|
| +performance gain. You can implement delayed initialization in LLVM mode in a
|
| +fairly simple way.
|
| +
|
| +First, find a suitable location in the code where the delayed cloning can
|
| +take place. This needs to be done with *extreme* care to avoid breaking the
|
| +binary. In particular, the program will probably malfunction if you select
|
| +a location after:
|
| +
|
| + - The creation of any vital threads or child processes - since the forkserver
|
| + can't clone them easily.
|
| +
|
| + - The initialization of timers via setitimer() or equivalent calls.
|
| +
|
| + - The creation of temporary files, network sockets, offset-sensitive file
|
| + descriptors, and similar shared-state resources - but only provided that
|
| + their state meaningfully influences the behavior of the program later on.
|
| +
|
| + - Any access to the fuzzed input, including reading the metadata about its
|
| + size.
|
| +
|
| +With the location selected, add this code in the appropriate spot:
|
| +
|
| +#ifdef __AFL_HAVE_MANUAL_CONTROL
|
| + __AFL_INIT();
|
| +#endif
|
| +
|
| +You don't need the #ifdef guards, but including them ensures that the program
|
| +will keep working normally when compiled with a tool other than afl-clang-fast.
|
| +
|
| +Finally, recompile the program with afl-clang-fast (afl-gcc or afl-clang will
|
| +*not* generate a deferred-initialization binary) - and you should be all set!
|
| +
|
| +5) Bonus feature #2: persistent mode
|
| +------------------------------------
|
| +
|
| +Some libraries provide APIs that are stateless, or whose state can be reset in
|
| +between processing different input files. When such a reset is performed, a
|
| +single long-lived process can be reused to try out multiple test cases,
|
| +eliminating the need for repeated fork() calls and the associated OS overhead.
|
| +
|
| +The basic structure of the program that does this would be:
|
| +
|
| + while (__AFL_LOOP(1000)) {
|
| +
|
| + /* Read input data. */
|
| + /* Call library code to be fuzzed. */
|
| + /* Reset state. */
|
| +
|
| + }
|
| +
|
| + /* Exit normally */
|
| +
|
| +The numerical value specified within the loop controls the maximum number
|
| +of iterations before AFL will restart the process from scratch. This minimizes
|
| +the impact of memory leaks and similar glitches; 1000 is a good starting point,
|
| +and going much higher increases the likelihood of hiccups without giving you
|
| +any real performance benefits.
|
| +
|
| +A more detailed template is shown in ../experimental/persistent_demo/.
|
| +Similarly to the previous mode, the feature works only with afl-clang-fast;
|
| +#ifdef guards can be used to suppress it when using other compilers.
|
| +
|
| +Note that as with the previous mode, the feature is easy to misuse; if you
|
| +do not fully reset the critical state, you may end up with false positives or
|
| +waste a whole lot of CPU power doing nothing useful at all. Be particularly
|
| +wary of memory leaks and of the state of file descriptors.
|
| +
|
| +When running in this mode, the execution paths will inherently vary a bit
|
| +depending on whether the input loop is being entered for the first time or
|
| +executed again. To avoid spurious warnings, the feature implies
|
| +AFL_NO_VAR_CHECK and hides the "variable path" warnings in the UI.
|
| +
|
| +PS. Because there are task switches still involved, the mode isn't as fast as
|
| +"pure" in-process fuzzing offered, say, by LLVM's LibFuzzer; but it is a lot
|
| +faster than the normal fork() model, and compared to in-process fuzzing,
|
| +should be a lot more robust.
|
| +
|
| +6) Bonus feature #3: new 'trace-pc' mode
|
| +----------------------------------------
|
| +
|
| +Recent versions of LLVM are shipping with a built-in execution tracing feature
|
| +that is fairly usable for AFL, without the need to post-process the assembly
|
| +or install any compiler plugins. See:
|
| +
|
| + http://clang.llvm.org/docs/SanitizerCoverage.html#tracing-pcs
|
| +
|
| +As of this writing, the feature is only available on SVN trunk, and is yet to
|
| +make it to an official release of LLVM. Nevertheless, if you have a
|
| +sufficiently recent compiler and want to give it a try, build afl-clang-fast
|
| +this way:
|
| +
|
| + AFL_TRACE_PC=1 make clean all
|
| +
|
| +Since a form of 'trace-pc' is also supported in GCC, this mode may become a
|
| +longer-term solution to all our needs.
|
| +
|
| +Note that this mode supports AFL_INST_RATIO at run time, not at compilation
|
| +time. This is somewhat similar to the behavior of the QEMU mode. Because of
|
| +the need to support it at run time, the mode is also a tad slower than the
|
| +plugin-based approach.
|
|
|