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194 lines
8.1 KiB
Markdown
194 lines
8.1 KiB
Markdown
# High-performance binary-only instrumentation for afl-fuzz
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(See ../docs/README.md for the general instruction manual.)
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## 1) Introduction
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The code in this directory allows you to build a standalone feature that
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leverages the QEMU "user emulation" mode and allows callers to obtain
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instrumentation output for black-box, closed-source binaries. This mechanism
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can be then used by afl-fuzz to stress-test targets that couldn't be built
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with afl-gcc.
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The usual performance cost is 2-5x, which is considerably better than
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seen so far in experiments with tools such as DynamoRIO and PIN.
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The idea and much of the initial implementation comes from Andrew Griffiths.
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The actual implementation on QEMU 3 (shipped with afl++) is from
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Andrea Fioraldi. Special thanks to abiondo that re-enabled TCG chaining.
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## 2) How to use
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The feature is implemented with a patch to QEMU 3.1.1. The simplest way
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to build it is to run ./build_qemu_support.sh. The script will download,
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configure, and compile the QEMU binary for you.
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QEMU is a big project, so this will take a while, and you may have to
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resolve a couple of dependencies (most notably, you will definitely need
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libtool and glib2-devel).
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Once the binaries are compiled, you can leverage the QEMU tool by calling
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afl-fuzz and all the related utilities with -Q in the command line.
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Note that QEMU requires a generous memory limit to run; somewhere around
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200 MB is a good starting point, but considerably more may be needed for
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more complex programs. The default -m limit will be automatically bumped up
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to 200 MB when specifying -Q to afl-fuzz; be careful when overriding this.
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In principle, if you set CPU_TARGET before calling ./build_qemu_support.sh,
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you should get a build capable of running non-native binaries (say, you
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can try CPU_TARGET=arm). This is also necessary for running 32-bit binaries
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on a 64-bit system (CPU_TARGET=i386). If you're trying to run QEMU on a
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different architecture you can also set HOST to the cross-compiler prefix
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to use (for example HOST=arm-linux-gnueabi to use arm-linux-gnueabi-gcc).
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You can also compile statically-linked binaries by setting STATIC=1. This
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can be useful when compiling QEMU on a different system than the one you're
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planning to run the fuzzer on and is most often used with the HOST variable.
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Note: when targetting the i386 architecture, on some binaries the forkserver
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handshake may fail due to the lack of reserved memory. Fix it with
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export QEMU_RESERVED_VA=0x1000000
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Note: if you want the QEMU helper to be installed on your system for all
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users, you need to build it before issuing 'make install' in the parent
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directory.
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If you want to specify a different path for libraries (e.g. to run an arm64
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binary on x86_64) use QEMU_LD_PREFIX.
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## 3) Bonus feature #1: deferred initialization
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As for LLVM mode (refer to its README.md for mode details) QEMU mode supports
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the deferred initialization.
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This can be enabled setting the environment variable AFL_ENTRYPOINT which allows
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to move the forkserver to a different part, e.g. just before the file is
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opened (e.g. way after command line parsing and config file loading, etc.)
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which can be a huge speed improvement.
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## 4) Bonus feature #2: persistent mode
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AFL++'s QEMU mode now supports also persistent mode for x86, x86_64, arm
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and aarch64 targets.
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This increases the speed by several factors, however it is a bit of work to set
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up - but worth the effort.
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Please see the extra documentation for it: [README.persistent.md](README.persistent.md)
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## 5) Bonus feature #3: CompareCoverage
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CompareCoverage is a sub-instrumentation with effects similar to laf-intel.
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The option that enables QEMU CompareCoverage is AFL_COMPCOV_LEVEL.
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There is also ./libcompcov/ which implements CompareCoverage for *cmp functions
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(splitting memcmp, strncmp, etc. to make these conditions easier solvable by
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afl-fuzz).
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AFL_COMPCOV_LEVEL=1 is to instrument comparisons with only immediate
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values / read-only memory. AFL_COMPCOV_LEVEL=2 instruments all
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comparison instructions and memory comparison functions when libcompcov
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is preloaded.
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AFL_COMPCOV_LEVEL=3 has the same effects of AFL_COMPCOV_LEVEL=2 but enables also
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the instrumentation of the floating-point comparisons on x86 and x86_64 (experimental).
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Integer comparison instructions are currently instrumented only
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on the x86, x86_64, arm and aarch64 targets.
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Highly recommended.
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## 6) CMPLOG mode
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Another new feature is CMPLOG, which is based on the redqueen project.
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Here all immidiates in CMP instructions are learned and put into a dynamic
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dictionary and applied to all locations in the input that reached that
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CMP, trying to solve and pass it.
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This is a very effective feature and it is available for x86, x86_64, arm
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and aarch64.
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To enable it you must pass on the command line of afl-fuzz:
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-c /path/to/your/target
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## 7) Bonus feature #4: Wine mode
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AFL++ QEMU can use Wine to fuzz WIn32 PE binaries. Use the -W flag of afl-fuzz.
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Note that some binaries require user interaction with the GUI and must be patched.
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For examples look [here](https://github.com/andreafioraldi/WineAFLplusplusDEMO).
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## 8) Notes on linking
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The feature is supported only on Linux. Supporting BSD may amount to porting
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the changes made to linux-user/elfload.c and applying them to
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bsd-user/elfload.c, but I have not looked into this yet.
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The instrumentation follows only the .text section of the first ELF binary
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encountered in the linking process. It does not trace shared libraries. In
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practice, this means two things:
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- Any libraries you want to analyze *must* be linked statically into the
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executed ELF file (this will usually be the case for closed-source
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apps).
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- Standard C libraries and other stuff that is wasteful to instrument
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should be linked dynamically - otherwise, AFL will have no way to avoid
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peeking into them.
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Setting AFL_INST_LIBS=1 can be used to circumvent the .text detection logic
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and instrument every basic block encountered.
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## 9) Benchmarking
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If you want to compare the performance of the QEMU instrumentation with that of
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afl-gcc compiled code against the same target, you need to build the
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non-instrumented binary with the same optimization flags that are normally
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injected by afl-gcc, and make sure that the bits to be tested are statically
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linked into the binary. A common way to do this would be:
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CFLAGS="-O3 -funroll-loops" ./configure --disable-shared
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make clean all
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Comparative measurements of execution speed or instrumentation coverage will be
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fairly meaningless if the optimization levels or instrumentation scopes don't
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match.
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## 10) Gotchas, feedback, bugs
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If you need to fix up checksums or do other cleanup on mutated test cases, see
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examples/custom_mutators/ for a viable solution.
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Do not mix QEMU mode with ASAN, MSAN, or the likes; QEMU doesn't appreciate
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the "shadow VM" trick employed by the sanitizers and will probably just
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run out of memory.
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Compared to fully-fledged virtualization, the user emulation mode is *NOT* a
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security boundary. The binaries can freely interact with the host OS. If you
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somehow need to fuzz an untrusted binary, put everything in a sandbox first.
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QEMU does not necessarily support all CPU or hardware features that your
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target program may be utilizing. In particular, it does not appear to have
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full support for AVX2 / FMA3. Using binaries for older CPUs, or recompiling them
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with -march=core2, can help.
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Beyond that, this is an early-stage mechanism, so fields reports are welcome.
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You can send them to <afl-users@googlegroups.com>.
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## 11) Alternatives: static rewriting
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Statically rewriting binaries just once, instead of attempting to translate
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them at run time, can be a faster alternative. That said, static rewriting is
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fraught with peril, because it depends on being able to properly and fully model
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program control flow without actually executing each and every code path.
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The best implementation is this one:
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https://github.com/vanhauser-thc/afl-dyninst
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The issue however is Dyninst which is not rewriting the binaries so that
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they run stable. A lot of crashes happen, especially in C++ programs that
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use throw/catch. Try it first, and if it works for you be happy as it is
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2-3x as fast as qemu_mode, however usually not as fast as QEMU persistent mode.
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