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authorDawin Schmidt <dschmidt@argo.ai>2023-02-06 08:38:20 -0500
committerDawin Schmidt <dschmidt@argo.ai>2023-02-06 08:38:20 -0500
commitca2e8a1bf65d6f5d33244c9c7971a21294dc932b (patch)
tree38cd8e50a3fe24ad5a4410382c8ee8ff2ab23a6c
parent53c19a807c701760af577cea1f44916d9133a971 (diff)
downloadafl++-ca2e8a1bf65d6f5d33244c9c7971a21294dc932b.tar.gz
Add Qemu deferred initialization example
-rw-r--r--qemu_mode/README.deferred_initialization_example.md201
-rw-r--r--qemu_mode/README.md2
2 files changed, 203 insertions, 0 deletions
diff --git a/qemu_mode/README.deferred_initialization_example.md b/qemu_mode/README.deferred_initialization_example.md
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+++ b/qemu_mode/README.deferred_initialization_example.md
@@ -0,0 +1,201 @@
+# Fuzz ARM32 Python Native Extensions in Binary-only Mode (LLVM fork-based)
+
+This is an example on how to fuzz Python native extensions in LLVM mode with deferred initialization on ARM32.
+
+We use Ubuntu x86_64 to run AFL++ and an Alpine ARMv7 Chroot to build the fuzzing target.
+
+Check [Resources](#resources) for the code used in this example.
+
+## Setup Alpine ARM Chroot on your x86_64 Linux Host
+
+### Use systemd-nspawn
+
+1. Install `qemu-user-binfmt`, `qemu-user-static` and `systemd-container` dependencies.
+2. Restart the systemd-binfmt service: `systemctl restart systemd-binfmt.service`
+3. Download an Alpine ARM RootFS from https://alpinelinux.org/downloads/
+4. Create a new `alpine_sysroot` folder and extract: `tar xfz alpine-minirootfs-3.17.1-armv7.tar.gz -C alpine_sysroot/`
+5. Copy `qemu-arm-static` to Alpine's RootFS: `cp $(which qemu-arm-static) ./alpine/usr/bin/`
+6. Chroot into the container: `sudo systemd-nspawn -D alpine/ --bind-ro=/etc/resolv.conf`
+7. Install dependencies: `apk update && apk add build-base musl-dev clang15 python3 python3-dev py3-pip`
+8. Exit the container with `exit`
+
+### Alternatively use Docker
+
+1. Install `qemu-user-binfmt` and `qemu-user-static`
+2. Run Qemu container: ```$ docker run --rm --privileged multiarch/qemu-user-static --reset -p yes```
+3. Run Alpine container: ```$ docker run -it --rm arm32v7/alpine sh```
+
+## Build AFL++ Qemu Mode with ARM Support
+
+First, build AFL++ as described [here](https://github.com/AFLplusplus/AFLplusplus/blob/dev/docs/INSTALL.md). Then, run the Qemu build script:
+
+```bash
+cd qemu_mode && CPU_TARGET=arm ./build_qemu_support.sh
+```
+
+## Compile and Build the Fuzzing Project
+Build the native extension and the fuzzing harness for ARM using the Alpine container (check [Resources](#resources) for the code):
+```bash
+ALPINE_ROOT=<your-alpine-sysroot-directory>
+FUZZ=<your-path-to-the-code>
+sudo systemd-nspawn -D $ALPINE_ROOT --bind=$FUZZ:/fuzz
+CC=$(which clang) CFLAGS="-g" LDSHARED="clang -shared" python3 -m pip install /fuzz
+clang $(python3-config --embed --cflags) $(python3-config --embed --ldflags) -o /fuzz/fuzz_harness.a /fuzz/fuzz_harness.c
+exit
+```
+
+Manually trigger bug:
+```bash
+echo -n "FUZZ" | qemu-arm-static -L $ALPINE_ROOT $FUZZ/fuzz_harness.a
+```
+
+## Run AFL++
+Make sure to start the forkserver *after* loading all the shared objects by setting the `AFL_ENTRYPOINT` environment variable (see [here](https://aflplus.plus/docs/env_variables/#5-settings-for-afl-qemu-trace) for details):
+
+Choose an address just before the `while()` loop, for example:
+```bash
+qemu-arm-static -L $ALPINE_ROOT $ALPINE_ROOT/usr/bin/objdump -d $FUZZ/fuzz_harness.a | grep -A 1 "PyObject_GetAttrString"
+
+00000584 <PyObject_GetAttrString@plt>:
+ 584:	e28fc600 	add	ip, pc, #0, 12
+--
+ 7c8:	ebffff6d 	bl	584 <PyObject_GetAttrString@plt>
+ 7cc:	e58d0008 	str	r0, [sp, #8]
+...
+```
+
+Check Qemu memory maps using the instructions from [here](https://aflplus.plus/docs/tutorials/libxml2_tutorial/):
+>The binary is position independent and QEMU persistent needs the real addresses, not the offsets. Fortunately, QEMU loads PIE executables at a fixed address, 0x4000000000 for x86_64.
+>
+> We can check it using `AFL_QEMU_DEBUG_MAPS`. You don’t need this step if your binary is not PIE.
+
+Setup Python environment variables and run `afl-qemu-trace`:
+```bash
+PYTHONPATH=$ALPINE_ROOT/usr/lib/python3.10/ PYTHONHOME=$ALPINE_ROOT/usr/bin/ QEMU_LD_PREFIX=$ALPINE_ROOT AFL_QEMU_DEBUG_MAPS=1 afl-qemu-trace $FUZZ/fuzz_harness.a
+
+...
+40000000-40001000 r-xp 00000000 103:03 8002276                           fuzz_harness.a
+40001000-4001f000 ---p 00000000 00:00 0
+4001f000-40020000 r--p 0000f000 103:03 8002276                           fuzz_harness.a
+40020000-40021000 rw-p 00010000 103:03 8002276                           fuzz_harness.a
+40021000-40022000 ---p 00000000 00:00 0
+40022000-40023000 rw-p 00000000 00:00 0
+```
+
+Finally, setup Qemu environment variables...
+```bash
+export QEMU_SET_ENV=PYTHONPATH=$ALPINE_ROOT/usr/lib/python310.zip:$ALPINE_ROOT/usr/lib/python3.10:$ALPINE_ROOT/usr/lib/python3.10/lib-dynload:$ALPINE_ROOT/usr/lib/python3.10/site-packages,PYTHONHOME=$ALPINE_ROOT/usr/bin/
+export QEMU_LD_PREFIX=$ALPINE_ROOT
+```
+
+... and run AFL++:
+```bash
+mkdir -p $FUZZ/in && echo -n "FU" > $FUZZ/in/seed
+AFL_ENTRYPOINT=0x400007cc afl-fuzz -i $FUZZ/in -o $FUZZ/out -Q -- $FUZZ/fuzz_harness.a
+```
+
+## Resources
+
+### setup.py
+
+```python
+from distutils.core import setup, Extension
+
+module = Extension("memory", sources=["fuzz_target.c"])
+
+setup(
+    name="memory",
+    version="1.0",
+    description='A simple "BOOM!" extension',
+    ext_modules=[module],
+)
+```
+
+### fuzz_target.c
+
+```c
+#define PY_SSIZE_T_CLEAN
+#include <Python.h>
+
+#pragma clang optimize off
+
+static PyObject *corruption(PyObject* self, PyObject* args) {
+    char arr[3];
+    Py_buffer name;
+
+    if (!PyArg_ParseTuple(args, "y*", &name))
+        return NULL;
+
+    if (name.buf != NULL) {
+        if (strcmp(name.buf, "FUZZ") == 0) {
+            arr[0] = 'B';
+            arr[1] = 'O';
+            arr[2] = 'O';
+            arr[3] = 'M';
+        }
+    }
+
+    PyBuffer_Release(&name);
+    Py_RETURN_NONE;
+}
+
+static PyMethodDef MemoryMethods[] = {
+    {"corruption", corruption, METH_VARARGS, "BOOM!"},
+    {NULL, NULL, 0, NULL}
+};
+
+static struct PyModuleDef memory_module = {
+    PyModuleDef_HEAD_INIT,
+    "memory",
+    "BOOM!",
+    -1,
+    MemoryMethods
+};
+
+PyMODINIT_FUNC PyInit_memory(void) {
+    return PyModule_Create(&memory_module);
+}
+```
+
+### fuzz_harness.c
+
+```c
+#include <Python.h>
+
+#pragma clang optimize off
+
+int main(int argc, char **argv) {
+    unsigned char buf[1024000];
+    ssize_t size;
+
+    Py_Initialize();
+    PyObject* name = PyUnicode_DecodeFSDefault("memory");
+    PyObject* module = PyImport_Import(name);
+    Py_DECREF(name);
+
+    if (module != NULL) {
+        PyObject* corruption_func = PyObject_GetAttrString(module, "corruption");
+
+        while ((size = read(0, buf, sizeof(buf))) > 0 ? 1 : 0) {
+            PyObject* arg = PyBytes_FromStringAndSize((char *)buf, size);
+
+            if (arg != NULL) {
+                PyObject* res = PyObject_CallFunctionObjArgs(corruption_func, arg, NULL);
+
+                if (res != NULL) {
+                    Py_XDECREF(res);
+                }
+
+                Py_DECREF(arg);
+            }
+        }
+
+        Py_DECREF(corruption_func);
+        Py_DECREF(module);
+    }
+
+    // Py_Finalize() leaks memory on certain Python versions (see https://bugs.python.org/issue1635741)
+    // Py_Finalize();
+    return 0;
+}
+```
diff --git a/qemu_mode/README.md b/qemu_mode/README.md
index 4ed2f298..92038737 100644
--- a/qemu_mode/README.md
+++ b/qemu_mode/README.md
@@ -66,6 +66,8 @@ allows to move the forkserver to a different part, e.g., just before the file is
 opened (e.g., way after command line parsing and config file loading, etc.)
 which can be a huge speed improvement.
 
+For an example, see [README.deferred_initialization_example.md](README.deferred_initialization_example.md).
+
 ## 4) Persistent mode
 
 AFL++'s QEMU mode now supports also persistent mode for x86, x86_64, arm, and