AFL++ supports llvm from 3.8 up to version 12, very fast binary fuzzing with QEMU 5.1 with laf-intel and Redqueen, FRIDA mode, unicorn mode, gcc plugin, full *BSD, Mac OS, Solaris and Android support and much, much, much more.
Feature/Instrumentation | afl-gcc | llvm | gcc_plugin | FRIDA mode(9) | QEMU mode(10) | unicorn_mode(10) | nyx_mode(12) | coresight_mode(11) |
---|---|---|---|---|---|---|---|---|
Threadsafe counters [A] | x(3) | x | ||||||
NeverZero [B] | x86[_64] | x(1) | x | x | x | x | ||
Persistent Mode [C] | x | x | x86[_64]/arm64 | x86[_64]/arm[64] | x | |||
LAF-Intel / CompCov [D] | x | x86[_64]/arm[64] | x86[_64]/arm[64] | x86[_64] | ||||
CmpLog [E] | x | x | x86[_64]/arm64 | x86[_64]/arm[64] | ||||
Selective Instrumentation [F] | x | x | x | x | ||||
Non-Colliding Coverage [G] | x(4) | (x)(5) | ||||||
Ngram prev_loc Coverage [H] | x(6) | |||||||
Context Coverage [I] | x(6) | |||||||
Auto Dictionary [J] | x(7) | |||||||
Snapshot Support [K] | (x)(8) | (x)(8) | (x)(5) | x | ||||
Shared Memory Test cases [L] | x | x | x86[_64]/arm64 | x | x | x |
A. Default is not thread-safe coverage counter updates for better performance, see instrumentation/README.llvm.md
B. On wrapping coverage counters (255 + 1), skip the 0 value and jump to 1 instead. This has shown to give better coverage data and is the default; see instrumentation/README.llvm.md.
C. Instead of forking, reiterate the fuzz target function in a loop (like
LLVMFuzzerTestOneInput
. Great speed increase but only works with target
functions that do not keep state, leak memory, or exit; see
instrumentation/README.persistent_mode.md
D. Split any non-8-bit comparison to 8-bit comparison; see instrumentation/README.laf-intel.md
E. CmpLog is our enhanced Redqueen implementation, see instrumentation/README.cmplog.md
F. Similar and compatible to clang 13+ sancov sanitize-coverage-allow/deny but for all llvm versions and all our compile modes, only instrument what should be instrumented, for more speed, directed fuzzing and less instability; see instrumentation/README.instrument_list.md
G. Vanilla AFL uses coverage where edges could collide to the same coverage
bytes the larger the target is. Our default instrumentation in LTO and
afl-clang-fast (PCGUARD) uses non-colliding coverage that also makes it
faster. Vanilla AFL style is available with AFL_LLVM_INSTRUMENT=AFL
; see
instrumentation/README.llvm.md.
H.+I. Alternative coverage based on previous edges (NGRAM) or depending on the caller (CTX), based on https://www.usenix.org/system/files/raid2019-wang-jinghan.pdf; see instrumentation/README.llvm.md.
J. An LTO feature that creates a fuzzing dictionary based on comparisons found during compilation/instrumentation. Automatic feature :) See instrumentation/README.lto.md
K. The snapshot feature requires a kernel module that was a lot of work to get right and maintained so it is no longer supported. We have nyx_mode instead.
L. Faster fuzzing and less kernel syscall overhead by in-memory fuzz testcase delivery, see instrumentation/README.persistent_mode.md
- Default for LLVM >= 9.0, environment variable for older version due an efficiency bug in previous llvm versions
- GCC creates non-performant code, hence it is disabled in gcc_plugin
- With
AFL_LLVM_THREADSAFE_INST
, disables NeverZero - With pcguard mode and LTO mode for LLVM 11 and newer
- Upcoming, development in the branch
- Not compatible with LTO instrumentation and needs at least LLVM v4.1
- Automatic in LTO mode with LLVM 11 and newer, an extra pass for all LLVM
versions that write to a file to use with afl-fuzz'
-x
- The snapshot LKM is currently unmaintained due to too many kernel changes coming too fast :-(
- FRIDA mode is supported on Linux and MacOS for Intel and ARM
- QEMU/Unicorn is only supported on Linux
- Coresight mode is only available on AARCH64 Linux with a CPU with Coresight extension
- Nyx mode is only supported on Linux and currently restricted to x86_x64
Among others, the following features and patches have been integrated:
- NeverZero patch for afl-gcc, instrumentation, QEMU mode and unicorn_mode which prevents a wrapping map value to zero, increases coverage
- Persistent mode, deferred forkserver and in-memory fuzzing for QEMU mode
- Unicorn mode which allows fuzzing of binaries from completely different platforms (integration provided by domenukk)
- The new CmpLog instrumentation for LLVM and QEMU inspired by Redqueen
- Win32 PE binary-only fuzzing with QEMU and Wine
- AFLfast's power schedules by Marcel Böhme: https://github.com/mboehme/aflfast
- The MOpt mutator: https://github.com/puppet-meteor/MOpt-AFL
- LLVM mode Ngram coverage by Adrian Herrera https://github.com/adrianherrera/afl-ngram-pass
- LAF-Intel/CompCov support for instrumentation, QEMU mode and unicorn_mode (with enhanced capabilities)
- Radamsa and honggfuzz mutators (as custom mutators).
- QBDI mode to fuzz android native libraries via Quarkslab's QBDI framework
- Frida and ptrace mode to fuzz binary-only libraries, etc.
So all in all this is the best-of AFL that is out there :-)