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fix sync script, update remote sync documentation
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@ -10,8 +10,8 @@ n-core system, you can almost always run around n concurrent fuzzing jobs with
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virtually no performance hit (you can use the afl-gotcpu tool to make sure).
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In fact, if you rely on just a single job on a multi-core system, you will
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be underutilizing the hardware. So, parallelization is usually the right
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way to go.
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be underutilizing the hardware. So, parallelization is always the right way to
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go.
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When targeting multiple unrelated binaries or using the tool in
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"non-instrumented" (-n) mode, it is perfectly fine to just start up several
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@ -65,22 +65,7 @@ still perform deterministic checks; while the secondary instances will
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proceed straight to random tweaks.
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Note that you must always have one -M main instance!
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Note that running multiple -M instances is wasteful, although there is an
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experimental support for parallelizing the deterministic checks. To leverage
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that, you need to create -M instances like so:
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```
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./afl-fuzz -i testcase_dir -o sync_dir -M mainA:1/3 [...]
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./afl-fuzz -i testcase_dir -o sync_dir -M mainB:2/3 [...]
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./afl-fuzz -i testcase_dir -o sync_dir -M mainC:3/3 [...]
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```
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...where the first value after ':' is the sequential ID of a particular main
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instance (starting at 1), and the second value is the total number of fuzzers to
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distribute the deterministic fuzzing across. Note that if you boot up fewer
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fuzzers than indicated by the second number passed to -M, you may end up with
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poor coverage.
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Running multiple -M instances is wasteful!
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You can also monitor the progress of your jobs from the command line with the
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provided afl-whatsup tool. When the instances are no longer finding new paths,
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@ -99,61 +84,88 @@ example may be:
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This is not a concern if you use @@ without -f and let afl-fuzz come up with the
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file name.
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## 3) Syncing with non-afl fuzzers or independant instances
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## 3) Multiple -M mains
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There is support for parallelizing the deterministic checks.
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This is only needed where
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1. many new paths are found fast over a long time and it looks unlikely that
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main node will ever catch up, and
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2. deterministic fuzzing is actively helping path discovery (you can see this
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in the main node for the first for lines in the "fuzzing strategy yields"
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section. If the ration `found/attemps` is high, then it is effective. It
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most commonly isn't.)
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Only if both are true it is beneficial to have more than one main.
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You can leverage this by creating -M instances like so:
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```
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./afl-fuzz -i testcase_dir -o sync_dir -M mainA:1/3 [...]
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./afl-fuzz -i testcase_dir -o sync_dir -M mainB:2/3 [...]
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./afl-fuzz -i testcase_dir -o sync_dir -M mainC:3/3 [...]
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```
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... where the first value after ':' is the sequential ID of a particular main
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instance (starting at 1), and the second value is the total number of fuzzers to
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distribute the deterministic fuzzing across. Note that if you boot up fewer
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fuzzers than indicated by the second number passed to -M, you may end up with
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poor coverage.
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## 4) Syncing with non-afl fuzzers or independant instances
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A -M main node can be told with the `-F other_fuzzer_queue_directory` option
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to sync results from other fuzzers, e.g. libfuzzer or honggfuzz.
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Only the specified directory will by synced into afl, not subdirectories.
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The specified directories do not need to exist yet at the start of afl.
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The specified directory does not need to exist yet at the start of afl.
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## 4) Multi-system parallelization
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The `-F` option can be passed to the main node several times.
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## 5) Multi-system parallelization
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The basic operating principle for multi-system parallelization is similar to
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the mechanism explained in section 2. The key difference is that you need to
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write a simple script that performs two actions:
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- Uses SSH with authorized_keys to connect to every machine and retrieve
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a tar archive of the /path/to/sync_dir/<fuzzer_id>/queue/ directories for
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every <fuzzer_id> local to the machine. It's best to use a naming scheme
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that includes host name in the fuzzer ID, so that you can do something
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like:
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a tar archive of the /path/to/sync_dir/<main_node(s)> directory local to
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the machine.
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It is best to use a naming scheme that includes host name and it's being
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a main node (e.g. main1, main2) in the fuzzer ID, so that you can do
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something like:
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```sh
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for s in {1..10}; do
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ssh user@host${s} "tar -czf - sync/host${s}_fuzzid*/[qf]*" >host${s}.tgz
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for host in `cat HOSTLIST`; do
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ssh user@$host "tar -czf - sync/$host_main*/" > $host.tgz
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done
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```
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- Distributes and unpacks these files on all the remaining machines, e.g.:
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```sh
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for s in {1..10}; do
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for d in {1..10}; do
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for srchost in `cat HOSTLIST`; do
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for dsthost in `cat HOSTLIST`; do
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test "$s" = "$d" && continue
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ssh user@host${d} 'tar -kxzf -' <host${s}.tgz
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ssh user@$srchost 'tar -kxzf -' < $dsthost.tgz
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done
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done
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```
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There is an example of such a script in examples/distributed_fuzzing/;
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you can also find a more featured, experimental tool developed by
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Martijn Bogaard at:
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There is an example of such a script in examples/distributed_fuzzing/.
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https://github.com/MartijnB/disfuzz-afl
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There are other (older) more featured, experimental tools:
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* https://github.com/richo/roving
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* https://github.com/MartijnB/disfuzz-afl
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Another client-server implementation from Richo Healey is:
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https://github.com/richo/roving
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Note that these third-party tools are unsafe to run on systems exposed to the
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Internet or to untrusted users.
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However these do not support syncing just main nodes (yet).
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When developing custom test case sync code, there are several optimizations
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to keep in mind:
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- The synchronization does not have to happen very often; running the
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task every 30 minutes or so may be perfectly fine.
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task every 60 minutes or even less often at later fuzzing stages is
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fine
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- There is no need to synchronize crashes/ or hangs/; you only need to
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copy over queue/* (and ideally, also fuzzer_stats).
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@ -180,11 +192,16 @@ to keep in mind:
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run them all with -S, and just designate a single process somewhere within
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the fleet to run with -M.
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- Syncing is only necessary for the main nodes on a system. It is possible
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to run main-less with only secondaries. However then you need to find out
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which secondary took over the temporary role to be the main node. Look for
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the `is_main` file in the fuzzer directories, eg. `sync-dir/hostname-*/is_main`
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It is *not* advisable to skip the synchronization script and run the fuzzers
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directly on a network filesystem; unexpected latency and unkillable processes
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in I/O wait state can mess things up.
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## 5) Remote monitoring and data collection
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## 6) Remote monitoring and data collection
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You can use screen, nohup, tmux, or something equivalent to run remote
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instances of afl-fuzz. If you redirect the program's output to a file, it will
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@ -208,7 +225,7 @@ Keep in mind that crashing inputs are *not* automatically propagated to the
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main instance, so you may still want to monitor for crashes fleet-wide
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from within your synchronization or health checking scripts (see afl-whatsup).
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## 6) Asymmetric setups
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## 7) Asymmetric setups
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It is perhaps worth noting that all of the following is permitted:
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@ -224,7 +241,7 @@ It is perhaps worth noting that all of the following is permitted:
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the discovered test cases can have synergistic effects and improve the
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overall coverage.
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(In this case, running one -M instance per each binary is a good plan.)
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(In this case, running one -M instance per target is necessary.)
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- Having some of the fuzzers invoke the binary in different ways.
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For example, 'djpeg' supports several DCT modes, configurable with
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@ -39,8 +39,11 @@ FUZZ_USER=bob
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# Directory to synchronize
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SYNC_DIR='/home/bob/sync_dir'
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# Interval (seconds) between sync attempts
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SYNC_INTERVAL=$((30 * 60))
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# We only capture -M main nodes, set the name to your chosen nameing scheme
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MAIN_NAME='main'
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# Interval (seconds) between sync attempts (eg one hour)
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SYNC_INTERVAL=$((60 * 60))
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if [ "$AFL_ALLOW_TMP" = "" ]; then
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@ -63,7 +66,7 @@ while :; do
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echo "[*] Retrieving data from ${host}.${FUZZ_DOMAIN}..."
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ssh -o 'passwordauthentication no' ${FUZZ_USER}@${host}.$FUZZ_DOMAIN \
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"cd '$SYNC_DIR' && tar -czf - ${host}_*/[qf]*" >".sync_tmp/${host}.tgz"
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"cd '$SYNC_DIR' && tar -czf - ${host}_${MAIN_NAME}*/" > ".sync_tmp/${host}.tgz"
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done
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