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diff --git a/README.md b/README.md index 77696080..f955aedd 100644 --- a/README.md +++ b/README.md @@ -22,6 +22,40 @@ afl++ is a superior fork to Google's afl - more speed, more and better mutations, more and better instrumentation, custom module support, etc. + If you want to use afl++ for you academic work, check the [papers page](https://aflplus.plus/papers/) + in the website. + +## Major changes in afl++ 3.0 + +With afl++ 3.0 we introduced changes that break some previous afl and afl++ +behaviours and defaults: + + * There are no llvm_mode and gcc_plugin subdirectories anymore and there is + only one compiler: afl-cc. All previous compilers now symlink to this one + compiler. All instrumentation source code is now in the `instrumentation/` + folder. + * The gcc_plugin was replaced with a new version submitted by AdaCore that + supports more features. thank you! + * qemu_mode got upgraded to QEMU 5.1, but to be able to build this a current + ninja build tool version and python3 setuptools are required. + qemu_mode also got new options like snapshotting, instrumenting specific + shared libraries, etc. Additionally QEMU 5.1 supports more CPU targets so + this is really worth it. + * When instrumenting targets, afl-cc will not supersede optimizations. This + allows to fuzz targets as same as they are built for debug or release. + * afl-fuzz: + * if neither -M or -S is specified, `-S default` is assumed, so more + fuzzers can easily be added later + * `-i` input directory option now descends into subdirectories. It also + does not fatal on crashes and too large files, instead it skips them + and uses them for splicing mutations + * -m none is now default, set memory limits (in MB) with e.g. -m 250 + * deterministic fuzzing is now disabled by default (unless using -M) and + can be enabled with -D + * a caching of testcases can now be performed and can be modified by + editing config.h for TESTCASE_CACHE or by specifying the env variable + `AFL_TESTCACHE_SIZE` (in MB). Good values are between 50-500 (default: 50). + ## Contents 1. [Features](#important-features-of-afl) @@ -39,31 +73,30 @@ with laf-intel and redqueen, unicorn mode, gcc plugin, full *BSD, Solaris and Android support and much, much, much more. - | Feature/Instrumentation | afl-gcc | llvm_mode | gcc_plugin | qemu_mode | unicorn_mode | + | Feature/Instrumentation | afl-gcc | llvm | gcc_plugin | qemu_mode | unicorn_mode | | -------------------------|:-------:|:---------:|:----------:|:----------------:|:------------:| - | NeverZero | x86[_64]| x(1) | (2) | x | x | + | NeverZero | x86[_64]| x(1) | x | x | x | | Persistent Mode | | x | x | x86[_64]/arm[64] | x | | LAF-Intel / CompCov | | x | | x86[_64]/arm[64] | x86[_64]/arm | | CmpLog | | x | | x86[_64]/arm[64] | | - | Selective Instrumentation| | x | x | (x)(3) | | + | Selective Instrumentation| | x | x | x | | | Non-Colliding Coverage | | x(4) | | (x)(5) | | - | InsTrim | | x | | | | | Ngram prev_loc Coverage | | x(6) | | | | - | Context Coverage | | x | | | | + | Context Coverage | | x(6) | | | | | Auto Dictionary | | x(7) | | | | - | Snapshot LKM Support | | x | | (x)(5) | | + | Snapshot LKM Support | | x | x | (x)(5) | | 1. default for LLVM >= 9.0, env var for older version due an efficiency bug in llvm <= 8 2. GCC creates non-performant code, hence it is disabled in gcc_plugin - 3. partially via AFL_CODE_START/AFL_CODE_END + 3. (currently unassigned) 4. with pcguard mode and LTO mode for LLVM >= 11 5. upcoming, development in the branch 6. not compatible with LTO instrumentation and needs at least LLVM >= 4.1 - 7. only in LTO mode with LLVM >= 11 + 7. automatic in LTO mode with LLVM >= 11, an extra pass for all LLVM version that writes to a file to use with afl-fuzz' `-x` Among others, the following features and patches have been integrated: - * NeverZero patch for afl-gcc, llvm_mode, qemu_mode and unicorn_mode which prevents a wrapping map value to zero, increases coverage + * 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](https://www.syssec.ruhr-uni-bochum.de/media/emma/veroeffentlichungen/2018/12/17/NDSS19-Redqueen.pdf) @@ -71,10 +104,7 @@ * AFLfast's power schedules by Marcel Böhme: [https://github.com/mboehme/aflfast](https://github.com/mboehme/aflfast) * The MOpt mutator: [https://github.com/puppet-meteor/MOpt-AFL](https://github.com/puppet-meteor/MOpt-AFL) * LLVM mode Ngram coverage by Adrian Herrera [https://github.com/adrianherrera/afl-ngram-pass](https://github.com/adrianherrera/afl-ngram-pass) - * InsTrim, a CFG llvm_mode instrumentation implementation: [https://github.com/csienslab/instrim](https://github.com/csienslab/instrim) - * C. Holler's afl-fuzz Python mutator module: [https://github.com/choller/afl](https://github.com/choller/afl) - * Custom mutator by a library (instead of Python) by kyakdan - * LAF-Intel/CompCov support for llvm_mode, qemu_mode and unicorn_mode (with enhanced capabilities) + * 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](https://github.com/QBDI/QBDI) framework * Frida and ptrace mode to fuzz binary-only libraries, etc. @@ -88,7 +118,7 @@ send a mail to <afl-users+subscribe@googlegroups.com>. See [docs/QuickStartGuide.md](docs/QuickStartGuide.md) if you don't have time to - read this file. + read this file - however this is not recommended! ## Branches @@ -105,13 +135,14 @@ ## Help wanted -We are happy to be part of [Google Summer of Code 2020](https://summerofcode.withgoogle.com/organizations/5100744400699392/)! :-) +We were happy to be part of [Google Summer of Code 2020](https://summerofcode.withgoogle.com/organizations/5100744400699392/) +and we will try to participate again in 2021! We have several ideas we would like to see in AFL++ to make it even better. However, we already work on so many things that we do not have the time for all the big ideas. -This can be your way to support and contribute to AFL++ - extend it to +This can be your way to support and contribute to AFL++ - extend it to do something cool. We have an idea list in [docs/ideas.md](docs/ideas.md). @@ -132,19 +163,19 @@ This image is automatically generated when a push to the stable repo happens. You will find your target source code in /src in the container. If you want to build afl++ yourself you have many options. -The easiest is to build and install everything: +The easiest choice is to build and install everything: ```shell -sudo apt install build-essential libtool-bin python3-dev automake flex bison libglib2.0-dev libpixman-1-dev clang python3-setuptools llvm +sudo apt install build-essential python3-dev automake flex bison libglib2.0-dev libpixman-1-dev clang python3-setuptools llvm make distrib sudo make install ``` It is recommended to install the newest available gcc, clang and llvm-dev possible in your distribution! -Note that "make distrib" also builds llvm_mode, qemu_mode, unicorn_mode and +Note that "make distrib" also builds instrumentation, qemu_mode, unicorn_mode and more. If you just want plain afl++ then do "make all", however compiling and -using at least llvm_mode is highly recommended for much better results - +using at least instrumentation is highly recommended for much better results - hence in this case ```shell @@ -156,7 +187,7 @@ These build targets exist: * all: just the main afl++ binaries * binary-only: everything for binary-only fuzzing: qemu_mode, unicorn_mode, libdislocator, libtokencap -* source-only: everything for source code fuzzing: llvm_mode, libdislocator, libtokencap +* source-only: everything for source code fuzzing: instrumentation, libdislocator, libtokencap * distrib: everything (for both binary-only and source code fuzzing) * man: creates simple man pages from the help option of the programs * install: installs everything you have compiled with the build options above @@ -180,7 +211,9 @@ These build options exist: * ASAN_BUILD - compiles with memory sanitizer for debug purposes * DEBUG - no optimization, -ggdb3, all warnings and -Werror * PROFILING - compile with profiling information (gprof) +* INTROSPECTION - compile afl-fuzz with mutation introspection * NO_PYTHON - disable python support +* NO_SPLICING - disables splicing mutation in afl-fuzz, not recommended for normal fuzzing * AFL_NO_X86 - if compiling on non-intel/amd platforms * LLVM_CONFIG - if your distro doesn't use the standard name for llvm-config (e.g. Debian) @@ -212,18 +245,19 @@ If you have a binary-only target please skip to [#Instrumenting binary-only apps Fuzzing source code is a three-step process. -1. compile the target with a special compiler that prepares the target to be +1. Compile the target with a special compiler that prepares the target to be fuzzed efficiently. This step is called "instrumenting a target". 2. Prepare the fuzzing by selecting and optimizing the input corpus for the target. -3. perform the fuzzing of the target by randomly mutating input and assessing +3. Perform the fuzzing of the target by randomly mutating input and assessing if a generated input was processed in a new path in the target binary. ### 1. Instrumenting that target #### a) Selecting the best afl++ compiler for instrumenting the target -afl++ comes with different compilers and instrumentation options. +afl++ comes with a central compiler `afl-cc` that incorporates various different +kinds of compiler targets and and instrumentation options. The following evaluation flow will help you to select the best possible. It is highly recommended to have the newest llvm version possible installed, @@ -231,49 +265,62 @@ anything below 9 is not recommended. ``` +--------------------------------+ -| clang/clang++ 11+ is available | --> use afl-clang-lto and afl-clang-lto++ -+--------------------------------+ see [llvm_mode/README.lto.md](llvm_mode/README.lto.md) +| clang/clang++ 11+ is available | --> use LTO mode (afl-clang-lto/afl-clang-lto++) ++--------------------------------+ see [instrumentation/README.lto.md](instrumentation/README.lto.md) | - | if not, or if the target fails with afl-clang-lto/++ + | if not, or if the target fails with LTO afl-clang-lto/++ | v +---------------------------------+ -| clang/clang++ 3.3+ is available | --> use afl-clang-fast and afl-clang-fast++ -+---------------------------------+ see [llvm_mode/README.md](llvm_mode/README.md) +| clang/clang++ 3.3+ is available | --> use LLVM mode (afl-clang-fast/afl-clang-fast++) ++---------------------------------+ see [instrumentation/README.md](instrumentation/README.md) | - | if not, or if the target fails with afl-clang-fast/++ + | if not, or if the target fails with LLVM afl-clang-fast/++ | v +--------------------------------+ - | if you want to instrument only | -> use afl-gcc-fast and afl-gcc-fast++ - | parts of the target | see [gcc_plugin/README.md](gcc_plugin/README.md) and - +--------------------------------+ [gcc_plugin/README.instrument_list.md](gcc_plugin/README.instrument_list.md) + | if you want to instrument only | -> use GCC_PLUGIN mode (afl-gcc-fast/afl-g++-fast) + | parts of the target | see [instrumentation/README.gcc_plugin.md](instrumentation/README.gcc_plugin.md) and + +--------------------------------+ [instrumentation/README.instrument_list.md](instrumentation/README.instrument_list.md) | | if not, or if you do not have a gcc with plugin support | v - use afl-gcc and afl-g++ (or afl-clang and afl-clang++) + use GCC mode (afl-gcc/afl-g++) (or afl-clang/afl-clang++ for clang) ``` Clickable README links for the chosen compiler: - * [afl-clang-lto](llvm_mode/README.lto.md) - * [afl-clang-fast](llvm_mode/README.md) - * [afl-gcc-fast](gcc_plugin/README.md) - * afl-gcc has no README as it has no features + * [LTO mode - afl-clang-lto](instrumentation/README.lto.md) + * [LLVM mode - afl-clang-fast](instrumentation/README.md) + * [GCC_PLUGIN mode - afl-gcc-fast](instrumentation/README.gcc_plugin.md) + * GCC mode (afl-gcc) has no README as it has no own features + +You can select the mode for the afl-cc compiler by: + 1. passing --afl-MODE command line options to the compiler via CFLAGS/CXXFLAGS/CPPFLAGS + 2. use a symlink to afl-cc: afl-gcc, afl-g++, afl-clang, afl-clang++, + afl-clang-fast, afl-clang-fast++, afl-clang-lto, afl-clang-lto++, + afl-gcc-fast, afl-g++-fast + 3. using the environment variable AFL_CC_COMPILER with MODE + +MODE can be one of: LTO (afl-clang-lto*), LLVM (afl-clang-fast*), GCC_PLUGIN +(afl-g*-fast) or GCC (afl-gcc/afl-g++). + +Because no afl specific command-line options are accepted (beside the +--afl-MODE command), the compile-time tools make fairly broad use of environment +variables, which can be listed with `afl-cc -hh` or by reading [docs/env_variables.md](docs/env_variables.md). #### b) Selecting instrumentation options -The following options are available when you instrument with afl-clang-fast or -afl-clang-lto: +The following options are available when you instrument with LTO mode (afl-clang-fast/afl-clang-lto): * Splitting integer, string, float and switch comparisons so afl++ can easier solve these. This is an important option if you do not have a very good and large input corpus. This technique is called laf-intel or COMPCOV. To use this set the following environment variable before compiling the target: `export AFL_LLVM_LAF_ALL=1` - You can read more about this in [llvm_mode/README.laf-intel.md](llvm_mode/README.laf-intel.md) - * A different technique (and usually a better than laf-intel) is to + You can read more about this in [instrumentation/README.laf-intel.md](instrumentation/README.laf-intel.md) + * A different technique (and usually a better one than laf-intel) is to instrument the target so that any compare values in the target are sent to afl++ which then tries to put these values into the fuzzing data at different locations. This technique is very fast and good - if the target does not @@ -282,12 +329,13 @@ afl-clang-lto: If you want to use this technique, then you have to compile the target twice, once specifically with/for this mode, and pass this binary to afl-fuzz via the `-c` parameter. - Not that you can compile also just a cmplog binary and use that for both - however there will a performance penality. - You can read more about this in [llvm_mode/README.cmplog.md](llvm_mode/README.cmplog.md) + Note that you can compile also just a cmplog binary and use that for both + however there will be a performance penality. + You can read more about this in [instrumentation/README.cmplog.md](instrumentation/README.cmplog.md) -If you use afl-clang-fast, afl-clang-lto or afl-gcc-fast you have the option to -selectively only instrument parts of the target that you are interested in: +If you use LTO, LLVM or GCC_PLUGIN mode (afl-clang-fast/afl-clang-lto/afl-gcc-fast) + you have the option to selectively only instrument parts of the target that you +are interested in: * To instrument only those parts of the target that you are interested in create a file with all the filenames of the source code that should be @@ -299,29 +347,29 @@ selectively only instrument parts of the target that you are interested in: `export AFL_LLVM_DENYLIST=denylist.txt` - depending on if you want per default to instrument unless noted (DENYLIST) or not perform instrumentation unless requested (ALLOWLIST). - **NOTE:** In optimization functions might be inlined and then not match! - see [llvm_mode/README.instrument_list.md](llvm_mode/README.instrument_list.md) + **NOTE:** During optimization functions might be inlined and then would not match! + See [instrumentation/README.instrument_list.md](instrumentation/README.instrument_list.md) For afl-clang-fast > 6.0 or if PCGUARD instrumentation is used then use the llvm sancov allow-list feature: [http://clang.llvm.org/docs/SanitizerCoverage.html](http://clang.llvm.org/docs/SanitizerCoverage.html) The llvm sancov format works with the allowlist/denylist feature of afl++ - however afl++ is more flexible in the format. + however afl++'s format is more flexible. There are many more options and modes available however these are most of the time less effective. See: - * [llvm_mode/README.ctx.md](llvm_mode/README.ctx.md) - * [llvm_mode/README.ngram.md](llvm_mode/README.ngram.md) - * [llvm_mode/README.instrim.md](llvm_mode/README.instrim.md) + * [instrumentation/README.ctx.md](instrumentation/README.ctx.md) + * [instrumentation/README.ngram.md](instrumentation/README.ngram.md) + * [instrumentation/README.instrim.md](instrumentation/README.instrim.md) -afl++ employs never zero counting in its bitmap. You can read more about this +afl++ performs "never zero" counting in its bitmap. You can read more about this here: - * [llvm_mode/README.neverzero.md](llvm_mode/README.neverzero.md) + * [instrumentation/README.neverzero.md](instrumentation/README.neverzero.md) #### c) Modify the target If the target has features that make fuzzing more difficult, e.g. checksums, HMAC, etc. then modify the source code so that this is removed. -This can even be done for productional source code be eliminating +This can even be done for operational source code by eliminating these checks within this specific defines: ``` @@ -332,37 +380,46 @@ these checks within this specific defines: #endif ``` +All afl++ compilers will set this preprocessor definition automatically. + #### d) Instrument the target In this step the target source code is compiled so that it can be fuzzed. Basically you have to tell the target build system that the selected afl++ compiler is used. Also - if possible - you should always configure the -build system that the target is compiled statically and not dynamically. +build system such that the target is compiled statically and not dynamically. How to do this is described below. Then build the target. (Usually with `make`) +**NOTE**: sometimes configure and build systems are fickle and do not like +stderr output (and think this means a test failure) - which is something +afl++ like to do to show statistics. It is recommended to disable them via +`export AFL_QUIET=1`. + ##### configure For `configure` build systems this is usually done by: `CC=afl-clang-fast CXX=afl-clang-fast++ ./configure --disable-shared` Note that if you are using the (better) afl-clang-lto compiler you also have to -set AR to llvm-ar[-VERSION] and RANLIB to llvm-ranlib[-VERSION] - as it is -described in [llvm_mode/README.lto.md](llvm_mode/README.lto.md) +set AR to llvm-ar[-VERSION] and RANLIB to llvm-ranlib[-VERSION] - as is +described in [instrumentation/README.lto.md](instrumentation/README.lto.md). ##### cmake -For `configure` build systems this is usually done by: -`mkdir build; cd build; CC=afl-clang-fast CXX=afl-clang-fast++ cmake ..` - -Some cmake scripts require something like `-DCMAKE_CC=... -DCMAKE_CXX=...` -or `-DCMAKE_C_COMPILER=... DCMAKE_CPP_COMPILER=...` instead. +For `cmake` build systems this is usually done by: +`mkdir build; cmake -DCMAKE_C_COMPILERC=afl-cc -DCMAKE_CXX_COMPILER=afl-c++ ..` Note that if you are using the (better) afl-clang-lto compiler you also have to -set AR to llvm-ar[-VERSION] and RANLIB to llvm-ranlib[-VERSION] - as it is -described in [llvm_mode/README.lto.md](llvm_mode/README.lto.md) +set AR to llvm-ar[-VERSION] and RANLIB to llvm-ranlib[-VERSION] - as is +described in [instrumentation/README.lto.md](instrumentation/README.lto.md). + +##### meson + +For meson you have to set the afl++ compiler with the very first command! +`CC=afl-cc CXX=afl-c++ meson` ##### other build systems or if configure/cmake didn't work @@ -370,7 +427,7 @@ Sometimes cmake and configure do not pick up the afl++ compiler, or the ranlib/ar that is needed - because this was just not foreseen by the developer of the target. Or they have non-standard options. Figure out if there is a non-standard way to set this, otherwise set up the build normally and edit the -generated build environment afterwards manually to point to the right compiler +generated build environment afterwards manually to point it to the right compiler (and/or ranlib and ar). #### d) Better instrumentation @@ -383,12 +440,12 @@ This requires the usage of afl-clang-lto or afl-clang-fast. This is the so-called `persistent mode`, which is much, much faster but requires that you code a source file that is specifically calling the target functions that you want to fuzz, plus a few specific afl++ functions around -it. See [llvm_mode/README.persistent_mode.md](llvm_mode/README.persistent_mode.md) for details. +it. See [instrumentation/README.persistent_mode.md](instrumentation/README.persistent_mode.md) for details. Basically if you do not fuzz a target in persistent mode then you are just doing it for a hobby and not professionally :-) -### 2. Preparing the fuzzing +### 2. Preparing the fuzzing campaign As you fuzz the target with mutated input, having as diverse inputs for the target as possible improves the efficiency a lot. @@ -401,7 +458,7 @@ reported bugs, test suites, random downloads from the internet, unit test case data - from all kind of PNG software. If the input format is not known, you can also modify a target program to write -away normal data it receives and processes to a file and use these. +normal data it receives and processes to a file and use these. #### b) Making the input corpus unique @@ -415,7 +472,7 @@ the run afl-cmin like this: `afl-cmin -i INPUTS -o INPUTS_UNIQUE -- bin/target -d @@` Note that the INPUTFILE argument that the target program would read from has to be set as `@@`. -If the target reads from stdin instead, just omit the `@@` as this is the +If the target reads from stdin instead, just omit the `@@` as this is the default. #### c) Minimizing all corpus files @@ -432,7 +489,7 @@ for i in *; do done ``` -This can also be parallelized, e.g. with `parallel` +This step can also be parallelized, e.g. with `parallel` #### Done! @@ -456,7 +513,7 @@ before the start of afl-fuzz as this improves performance by a x2 speed increase #### a) Running afl-fuzz -Before to do even a test run of afl-fuzz execute `sudo afl-system-config` (on +Before you do even a test run of afl-fuzz execute `sudo afl-system-config` (on the host if you execute afl-fuzz in a docker container). This reconfigures the system for optimal speed - which afl-fuzz checks and bails otherwise. Set `export AFL_SKIP_CPUFREQ=1` for afl-fuzz to skip this check if you cannot @@ -503,7 +560,7 @@ is: All labels are explained in [docs/status_screen.md](docs/status_screen.md). -#### b) Using multiple cores/threads +#### b) Using multiple cores If you want to seriously fuzz then use as many cores/threads as possible to fuzz your target. @@ -511,7 +568,12 @@ fuzz your target. On the same machine - due to the design of how afl++ works - there is a maximum number of CPU cores/threads that are useful, use more and the overall performance degrades instead. This value depends on the target, and the limit is between 32 -and 64 cores/threads per machine. +and 64 cores per machine. + +If you have the RAM, it is highly recommended run the instances with a caching +of the testcases. Depending on the average testcase size (and those found +during fuzzing) and their number, a value between 50-500MB is recommended. +You can set the cache size (in MB) by setting the environment variable `AFL_TESTCACHE_SIZE`. There should be one main fuzzer (`-M main` option) and as many secondary fuzzers (eg `-S variant1`) as you have cores that you use. @@ -588,7 +650,7 @@ then terminate it. The main node will pick it up and make it available to the other secondary nodes over time. Set `export AFL_NO_AFFINITY=1` if you have no free core. -Note that you in nearly all cases you can never reach full coverage. A lot of +Note that you in nearly all cases can never reach full coverage. A lot of functionality is usually behind options that were not activated or fuzz e.g. if you fuzz a library to convert image formats and your target is the png to tiff API then you will not touch any of the other library APIs and features. @@ -607,7 +669,7 @@ switch or honggfuzz. #### f) Improve the speed! - * Use [persistent mode](llvm_mode/README.persistent_mode.md) (x2-x20 speed increase) + * Use [persistent mode](instrumentation/README.persistent_mode.md) (x2-x20 speed increase) * If you do not use shmem persistent mode, use `AFL_TMPDIR` to point the input file on a tempfs location, see [docs/env_variables.md](docs/env_variables.md) * Linux: Use the [afl++ snapshot module](https://github.com/AFLplusplus/AFL-Snapshot-LKM) (x2 speed increase) * Linux: Improve kernel performance: modify `/etc/default/grub`, set `GRUB_CMDLINE_LINUX_DEFAULT="ibpb=off ibrs=off kpti=off l1tf=off mds=off mitigations=off no_stf_barrier noibpb noibrs nopcid nopti nospec_store_bypass_disable nospectre_v1 nospectre_v2 pcid=off pti=off spec_store_bypass_disable=off spectre_v2=off stf_barrier=off"`; then `update-grub` and `reboot` (warning: makes the system more insecure) @@ -639,14 +701,15 @@ Distributed execution: * [afl-in-the-cloud](https://github.com/abhisek/afl-in-the-cloud) - another script for running AFL in AWS. Deployment, management, monitoring, reporting + * [afl-utils](https://gitlab.com/rc0r/afl-utils) - a set of utilities for automatic processing/analysis of crashes and reducing the number of test cases. * [afl-other-arch](https://github.com/shellphish/afl-other-arch) - is a set of patches and scripts for easily adding support for various non-x86 architectures for AFL. * [afl-trivia](https://github.com/bnagy/afl-trivia) - a few small scripts to simplify the management of AFL. * [afl-monitor](https://github.com/reflare/afl-monitor) - a script for monitoring AFL. * [afl-manager](https://github.com/zx1340/afl-manager) - a web server on Python for managing multi-afl. * [afl-remote](https://github.com/block8437/afl-remote) - a web server for the remote management of AFL instances. + * [afl-extras](https://github.com/fekir/afl-extras) - shell scripts to parallelize afl-tmin, startup, and data collection. Crash processing - * [afl-utils](https://gitlab.com/rc0r/afl-utils) - a set of utilities for automatic processing/analysis of crashes and reducing the number of test cases. * [afl-crash-analyzer](https://github.com/floyd-fuh/afl-crash-analyzer) - another crash analyzer for AFL. * [fuzzer-utils](https://github.com/ThePatrickStar/fuzzer-utils) - a set of scripts for the analysis of results. * [atriage](https://github.com/Ayrx/atriage) - a simple triage tool. @@ -948,6 +1011,14 @@ tasks, fuzzing may put a strain on your hardware and on the OS. In particular: $ iostat -d 3 -x -k [...optional disk ID...] ``` + Using the `AFL_TMPDIR` environment variable and a RAM-disk you can have the + heavy writing done in RAM to prevent the aforementioned wear and tear. For + example the following line will run a Docker container with all this preset: + + ```shell + # docker run -ti --mount type=tmpfs,destination=/ramdisk -e AFL_TMPDIR=/ramdisk aflplusplus/aflplusplus + ``` + ## Known limitations & areas for improvement Here are some of the most important caveats for AFL: @@ -1035,12 +1106,26 @@ without feedback, bug reports, or patches from: Andrea Biondo Vincent Le Garrec Khaled Yakdan Kuang-che Wu Josephine Calliotte Konrad Welc - Thomas Rooijakkers + David Carlier Ruben ten Hove ``` Thank you! (For people sending pull requests - please add yourself to this list :-) +## Cite + +If you use AFLplusplus in scientific work, consider citing [our paper](https://www.usenix.org/conference/woot20/presentation/fioraldi) presented at WOOT'20: +``` +@inproceedings {AFLplusplus-Woot20, + author = {Andrea Fioraldi and Dominik Maier and Heiko Ei{\ss}feldt and Marc Heuse}, + title = {{AFL++}: Combining Incremental Steps of Fuzzing Research}, + booktitle = {14th {USENIX} Workshop on Offensive Technologies ({WOOT} 20)}, + year = {2020}, + publisher = {{USENIX} Association}, + month = aug, +} +``` + ## Contact Questions? Concerns? Bug reports? The contributors can be reached via @@ -1049,3 +1134,4 @@ Questions? Concerns? Bug reports? The contributors can be reached via There is also a mailing list for the afl/afl++ project; to join, send a mail to <afl-users+subscribe@googlegroups.com>. Or, if you prefer to browse archives first, try: [https://groups.google.com/group/afl-users](https://groups.google.com/group/afl-users) + |