diff --git a/.gitignore b/.gitignore index 9f55976..26ac81e 100644 --- a/.gitignore +++ b/.gitignore @@ -1,7 +1,13 @@ -.idea +# Files created by tests venv +*.pyc __pycache__ + +# Files created by general usage crash-* +timeout-* + +# Distribution files dist/ build/ pythonfuzz.egg-info/ diff --git a/LICENSE b/LICENSE index f49a4e1..2864cca 100644 --- a/LICENSE +++ b/LICENSE @@ -1,201 +1,10 @@ - Apache License - Version 2.0, January 2004 - http://www.apache.org/licenses/ +Licesning Information - pythonfuzz - TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION +This library has dual license. - 1. 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We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright [yyyy] [name of copyright owner] + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. \ No newline at end of file diff --git a/Makefile b/Makefile new file mode 100644 index 0000000..c44c4c0 --- /dev/null +++ b/Makefile @@ -0,0 +1,103 @@ +# Common User Targets: +# +# make tests +# - Execute the tests +# +# make shell +# - Set up the environment and drop to a shell (re-uses existing shells if they +# have already been set up). +# Use ctrl-d or `exit` to leave the shell. +# +# PYTHON_TOOL=python2 make +# - Build the target requested, using python 2 +# +# +# Assumptions: +# * Python 3 is installed as `python3`. Use the PYTHON_TOOL variable to test using a +# specific python binary. +# * The 'virtualenv' tool is installed. +# + + +PYTHON_TOOL ?= python3 +ACTIVATE = source venv/${PYTHON_TOOL}/bin/activate + +.PHONY: tests venv + +UNITTEST_MODULES = ${patsubst tests/%.py,%,$(wildcard tests/unittest_*.py)} +INTTEST_MODULES = ${patsubst tests/%.py,%,$(wildcard tests/test_*.py)} + +ifeq (${NOCOLOUR},) +COL_NOTICE = "\\e[35m" +COL_GOOD = "\\e[32m" +COL_RESET = "\\e[0m" +else +COL_NOTICE = "" +COL_GOOD = "" +COL_RESET = "" +endif + +NOTICE = @notice() { printf "\n${COL_NOTICE}+++ %s${COL_RESET}\n" "$$@"; } && notice +GOOD = @notice() { printf "\n${COL_GOOD}+++ %s${COL_RESET}\n" "$$@"; } && notice + + +tests: test_level_system + ${GOOD} "All tests passed" + +# 'test_level_*' targets run all the tests up to that level +test_level_unittests: unittests +test_level_integration: test_level_unittests integrationtests +test_level_system: test_level_integration systemtests + +# Unit tests test individual parse of a small unit. +unittests: test_testable + ${NOTICE} "Running unit tests" + @# Note: We cd into the tests directory, so that we are testing the installed version, not + @# the version in the repository. + ${ACTIVATE} && cd tests && python -munittest -v ${UNITTEST_MODULES} + ${GOOD} "Unit tests passed" + +# Integration tests check the integration of those units. +integrationtests: test_testable + ${NOTICE} "Running integration tests" + @# Note: We cd into the tests directory, so that we are testing the installed version, not + @# the version in the repository. + ${ACTIVATE} && cd tests && python -munittest -v ${INTTEST_MODULES} + ${GOOD} "Integration tests passed" + +# System tests check that the way that a user might use it works. +systemtests: test_testable + ${NOTICE} "Running system tests" + @# We only run 1000 runs; just enough that we get to see that it's running the tests. + ${ACTIVATE} && examples/run_all_examples.py --runs 1000 + ${GOOD} "System tests passed" + + +venv: venv/successful-${PYTHON_TOOL} + +venv/successful-${PYTHON_TOOL}: + ${NOTICE} "Build the virtualenv we will test within (for ${PYTHON_TOOL})" + -rm -rf venv + mkdir -p venv + virtualenv -p ${PYTHON_TOOL} venv/${PYTHON_TOOL} + touch venv/successful-${PYTHON_TOOL} + +test_installable: venv + ${NOTICE} "Check that we can install the product" + ${ACTIVATE} && python setup.py install + +test_testable: test_installable + ${NOTICE} "Install the test requirements" + ${ACTIVATE} && pip install -r requirements-test.txt + +clean: + ${NOTICE} "Cleaning temporary files" + -rm -rf venv dist build + -find . -name '*.pyc' -delete + -find . -name '__pycache__' -delete + ${GOOD} "Cleaned" + +shell: venv + ${NOTICE} "Running shell; use ctrl-d or `exit` to leave" + bash -i <<<"${ACTIVATE} && exec < /dev/tty" + ${GOOD} "Returned to user shell" diff --git a/README.md b/README.md index 85c88f0..abfab08 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,5 @@ +fuzzit.dev was [acquired](https://about.gitlab.com/press/releases/2020-06-11-gitlab-acquires-peach-tech-and-fuzzit-to-expand-devsecops-offering.html) by GitLab and the new home for this repo is [here](https://gitlab.com/gitlab-org/security-products/analyzers/fuzzers/pythonfuzz) + # pythonfuzz: coverage-guided fuzz testing for python PythonFuzz is coverage-guided [fuzzer](https://developer.mozilla.org/en-US/docs/Glossary/Fuzzing) for testing python packages. @@ -98,8 +100,6 @@ PythonFuzz is a port of [fuzzitdev/jsfuzz](https://github.com/fuzzitdev/jsfuzz) which is in turn heavily based on [go-fuzz](https://github.com/dvyukov/go-fuzz) originally developed by [Dmitry Vyukov's](https://twitter.com/dvyukov). Which is in turn heavily based on [Michal Zalewski](https://twitter.com/lcamtuf) [AFL](http://lcamtuf.coredump.cx/afl/). -For coverage PythonFuzz is using [coverage](https://coverage.readthedocs.io/en/v4.5.x/) instrumentation and coverage library. - ## Contributions Contributions are welcome!:) There are still a lot of things to improve, and tests and features to add. We will slowly post those in the @@ -109,6 +109,8 @@ any unnecessary work is done. ## Trophies -* [python built-in HTMLParser - unhandled exception](https://bugs.python.org/msg355287) +* [python built-in HTMLParser - unhandled exception](https://bugs.python.org/msg355287), [twice](https://bugs.launchpad.net/beautifulsoup/+bug/1883104) +* [CleverCSV - unhandled exceptions](https://github.com/alan-turing-institute/CleverCSV/issues/7) +* [beautifulsoup](https://bugs.launchpad.net/beautifulsoup/+bug/1883264) **Feel free to add bugs that you found with pythonfuzz to this list via pull-request** diff --git a/examples/csv/fuzz.py b/examples/csv/fuzz.py deleted file mode 100644 index b556165..0000000 --- a/examples/csv/fuzz.py +++ /dev/null @@ -1,24 +0,0 @@ -import io -import zipfile -# from html.parser import HTMLParser -from pythonfuzz.main import PythonFuzz - - -@PythonFuzz -def fuzz(buf): - # try: - # string = buf.decode("utf-8") - # parser = HTMLParser() - # parser.feed(string) - # except UnicodeDecodeError: - # pass - f = io.BytesIO(buf) - try: - z = zipfile.ZipFile(f) - z.testzip() - except (zipfile.BadZipFile, zipfile.LargeZipFile): - pass - - -if __name__ == '__main__': - fuzz() diff --git a/examples/htmlparser/fuzz.py b/examples/htmlparser/fuzz.py index 5d6d0e2..dfb67c2 100644 --- a/examples/htmlparser/fuzz.py +++ b/examples/htmlparser/fuzz.py @@ -1,4 +1,8 @@ -from html.parser import HTMLParser +try: + from html.parser import HTMLParser +except ImportError: + from HTMLParser import HTMLParser + from pythonfuzz.main import PythonFuzz diff --git a/examples/run_all_examples.py b/examples/run_all_examples.py new file mode 100755 index 0000000..79f28ef --- /dev/null +++ b/examples/run_all_examples.py @@ -0,0 +1,189 @@ +#!/usr/bin/env python +""" +Run all the examples and collect the timings and results. + +SUT: Invocation +Area: Examples run +Class: Functional +Type: System test +""" + +import argparse +import os.path +import re +import subprocess +import sys +import time + +here = os.path.dirname(__file__) + + +class Result(object): + """ + Use the output from the tool to collect the information about its execution. + + Very sensitive to the format of the output as to whether it collects information or not. + """ + coverage_re = re.compile('cov: (\d+)') + corpus_re = re.compile('corp: (\d+)') + speed_re = re.compile('exec/s: (\d+)') + memory_re = re.compile('rss: (\d+\.\d+)') + count_re = re.compile('^#(\d+)') + count2_re = re.compile('^did (\d+) runs, stopping now') + exception_re = re.compile('^Exception: (.*)') + failfile_re = re.compile('^sample written to (.*)') + + def __init__(self): + self.coverage = None + self.corpus = None + self.speed = None + self.memory = None + self.count = None + self.time_start = None + self.time_end = None + self.fail_file = None + self.exception = None + self.lines = [] + self.rc = None + + def record_start(self): + self.time_start = time.time() + + def record_end(self): + self.time_end = time.time() + + @property + def time_duration(self): + """ + Number of seconds the execution took, or None if not known + """ + if self.time_start and self.time_end: + return self.time_end - self.time_start + if self.time_start: + return time.time() - self.time_start + + return None + + def process_output(self, line): + match = self.coverage_re.search(line) + if match: + self.coverage = int(match.group(1)) + + match = self.corpus_re.search(line) + if match: + self.corpus = int(match.group(1)) + + match = self.speed_re.search(line) + if match: + self.speed = int(match.group(1)) + + match = self.memory_re.search(line) + if match: + self.memory = float(match.group(1)) + + match = self.count_re.search(line) or self.count2_re.search(line) + if match: + self.count = int(match.group(1)) + + match = self.exception_re.search(line) + if match: + self.exception = match.group(1) + + match = self.failfile_re.search(line) + if match: + self.fail_file = match.group(1) + + self.lines.append(line) + + def show(self, show_lines=False, indent=''): + """ + Show the status of this result. + """ + print("{}Executions : {}".format(indent, self.count)) + print("{}Corpus : {}".format(indent, self.corpus)) + print("{}Coverage : {}".format(indent, self.coverage)) + print("{}Final speed : {}/s".format(indent, self.speed)) + if self.memory: + print("{}Memory : {:.2f} MB".format(indent, self.memory)) + print("{}Runtime : {:.2f} s".format(indent, self.time_duration)) + if self.time_duration and self.count: + print("{}Overall speed : {:.2f}/s".format(indent, self.count / self.time_duration)) + print("{}Return code : {}".format(indent, self.rc)) + if self.exception: + print("{}Exception : {}".format(indent, self.exception)) + if self.fail_file: + print("{}Failed filename : {}".format(indent, self.fail_file)) + + if show_lines or self.rc: + print("{}Lines:".format(indent)) + for line in self.lines: + print("{} {}".format(indent, line.strip('\n'))) + + +class Example(object): + + def __init__(self, name, path, script): + self.name = name + self.path = path + self.script = script + + def run(self, python='python', runs=100, log='/dev/null'): + """ + Run the example script, capturing the output and maybe processing it. + """ + cmd = [python, self.script, '--runs', str(runs)] + + result = Result() + with open(log, 'w') as log_fh: + proc = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.STDOUT) + result.record_start() + for line in proc.stdout: + line = line.decode('utf-8', 'replace') + result.process_output(line) + result.record_end() + + proc.wait() + result.rc = proc.returncode + + return result + + +def find_examples(): + examples = [] + print("Looking in {} for examples".format(here)) + for obj in os.listdir(here): + path = os.path.join(here, obj) + if os.path.isdir(path): + # At a later date we might actually provide multiple fuzz's per example. + fuzz = os.path.join(path, 'fuzz.py') + if os.path.isfile(fuzz): + examples.append(Example(obj, path, fuzz)) + + return examples + + +def main(): + parser = argparse.ArgumentParser(description='Exercise the example code') + parser.add_argument('--runs', type=int, default=1000, help='Number of individual test runs.') + parser.add_argument('--keep', action='store_true', help='Keep the crash/timeout files') + + args = parser.parse_args() + + # We remember whether the example itself failed (not the underlying module being fuzz'd) + # so that we can fail this run. + any_failed = False + for example in find_examples(): + print("Example: {}".format(example.name)) + result = example.run(python=sys.executable, runs=args.runs) + result.show(indent=' ') + if not args.keep: + if result.fail_file: + os.remove(result.fail_file) + if result.rc != 0: + any_failed = True + + sys.exit(1 if any_failed else 0) + + +if __name__ == '__main__': + main() diff --git a/examples/xml/fuzz.py b/examples/xml/fuzz.py index 5395897..6369457 100644 --- a/examples/xml/fuzz.py +++ b/examples/xml/fuzz.py @@ -1,12 +1,19 @@ import xml.etree.ElementTree as ET from xml.etree.ElementTree import ParseError +import sys + from pythonfuzz.main import PythonFuzz @PythonFuzz def fuzz(buf): try: - string = buf.decode("utf-8") + # In Python 2, the ElementTree only consumes bytes, not unicode strings, + # so we need to supply the correct format depending on the python version. + if sys.version_info[0] == 2: + string = bytes(buf) + else: + string = buf.decode("utf-8") ET.fromstring(string) except (UnicodeDecodeError, ParseError): pass diff --git a/examples/zipfile/fuzz.py b/examples/zipfile/fuzz.py new file mode 100644 index 0000000..92d8554 --- /dev/null +++ b/examples/zipfile/fuzz.py @@ -0,0 +1,23 @@ +import io +import zipfile +from pythonfuzz.main import PythonFuzz + +try: + allowed_exceptions = (zipfile.BadZipFile, zipfile.LargeZipFile) +except AttributeError: + # In Python2, one of these had an inconsistent capitalisation + allowed_exceptions = (zipfile.BadZipfile, zipfile.LargeZipFile) + + +@PythonFuzz +def fuzz(buf): + f = io.BytesIO(buf) + try: + z = zipfile.ZipFile(f) + z.testzip() + except : + pass + + +if __name__ == '__main__': + fuzz() diff --git a/pythonfuzz/corpus.py b/pythonfuzz/corpus.py index 26df845..7d95db5 100644 --- a/pythonfuzz/corpus.py +++ b/pythonfuzz/corpus.py @@ -1,21 +1,403 @@ import os import math -import numpy import random import struct import hashlib +from . import dictionary + INTERESTING8 = [-128, -1, 0, 1, 16, 32, 64, 100, 127] -INTERESTING16 = [-32768, -129, 128, 255, 256, 512, 1000, 1024, 4096, 32767] -INTERESTING32 = [-2147483648, -100663046, -32769, 32768, 65535, 65536, 100663045, 2147483647] +INTERESTING16 = [0, 128, 255, 256, 512, 1000, 1024, 4096, 32767, 65535] +INTERESTING32 = [0, 1, 32768, 65535, 65536, 100663045, 2147483647, 4294967295] + + +# A list of all the mutator clases we have available +mutator_classes = [] + + +def register_mutator(cls): + mutator_classes.append(cls) + return cls + + +class Mutator(object): + """ + Base class for all mutators. + + All mutators are based on this class, and must provide a `mutate` method, which performs + some form of mutation on the input resource. Subclasses can be created which share some + properties with others. + + Each mutator has a number of properties which can be used to select whether the mutator + is of interest to the user or not. + + `name` - describes the mutator + `types` - provides a set of named types of mutations that the class performs. + these types can be used to filter out uninteresting mutations. + """ + name = None + types = set([]) + + def __init__(self, corpus): + self.corpus = corpus + + @staticmethod + def _rand(n): + if n == 1 or n == 0: + return 0 + return random.randint(0, n-1) + + @classmethod + def _choose_len(cls, n): + x = cls._rand(100) + if x < 90: + return cls._rand(min(8, n)) + 1 + elif x < 99: + return cls._rand(min(32, n)) + 1 + else: + return cls._rand(n) + 1 + + @staticmethod + def copy(dst, src, start_dst, start_src, end_dst=None, end_src=None): + """ + Copy of content from one slice of a source object to a destination object. + + dst and src may be the same object. + """ + end_src = len(src) if end_src is None else end_src + end_dst = len(dst) if end_dst is None else end_dst + byte_to_copy = min(end_src-start_src, end_dst-start_dst) + dst[start_dst:start_dst+byte_to_copy] = src[start_src:start_src+byte_to_copy] + + def mutate(self, res): + """ + Function to mutate a given resource into another one. + + @return: new resource, or None if this mutator is not appropriate. + """ + raise NotImplementedError('mutate not implemented in {}'.format(self.__class__.__name__)) + + +@register_mutator +class MutatorRemoveRange(Mutator): + name = 'Remove a range of bytes' + types = set(['byte', 'remove']) + + def mutate(self, res): + if len(res) < 2: + # Originally this checked the size of the corpus; we merely check whether the + # resource is long. If not, we give up. + return None + + pos0 = self._rand(len(res)) + num_to_remove = self._choose_len(len(res) - pos0) + pos1 = pos0 + num_to_remove + self.copy(res, res, pos0, pos1) + return res[:len(res) - num_to_remove] + + +@register_mutator +class MutatorInsertBytes(Mutator): + name = 'Insert a range of random bytes' + types = set(['byte', 'insert']) + + def mutate(self, res): + pos = self._rand(len(res) + 1) + n = self._choose_len(10) + for k in range(n): + res.append(0) + self.copy(res, res, pos+n, pos) + for k in range(n): + res[pos+k] = self._rand(256) + return res + + +@register_mutator +class MutatorDuplicateBytes(Mutator): + name = 'Duplicate a range of bytes' + types = set(['byte', 'duplicate']) + + def mutate(self, res): + if len(res) <= 1: + return None + src = self._rand(len(res)) + dst = self._rand(len(res)) + while src == dst: + dst = self._rand(len(res)) + n = self._choose_len(len(res) - src) + tmp = bytearray(res[src:src+n]) + for k in range(n): + res.append(0) + self.copy(res, res, dst+n, dst) + for k in range(n): + res[dst+k] = tmp[k] + return res + + +@register_mutator +class MutatorCopyBytes(Mutator): + # FIXME: Check how this diffs from DuplicateBytes + name = 'Copy a range of bytes' + types = set(['byte', 'copy']) + + def mutate(self, res): + if len(res) <= 1: + return None + src = self._rand(len(res)) + dst = self._rand(len(res)) + while src == dst: + dst = self._rand(len(res)) + n = self._choose_len(len(res) - src) + self.copy(res, res, src, dst, src+n) + return res + + +@register_mutator +class MutatorBitFlip(Mutator): + name = 'Bit flip' + types = set(['bit', 'replace']) + + def mutate(self, res): + if len(res) == 0: + return None + pos = self._rand(len(res)) + res[pos] ^= 1 << self._rand(8) + return res + + +@register_mutator +class MutatorRandomiseByte(Mutator): + name = 'Set a byte to a random value.' + types = set(['byte', 'replace']) + + def mutate(self, res): + if len(res) == 0: + return None + pos = self._rand(len(res)) + # We use rand(255) + 1 so that there is no `^ 0` applied to the byte; it always changes. + res[pos] ^= self._rand(255) + 1 + return res + + +@register_mutator +class MutatorSwapBytes(Mutator): + name = 'Swap 2 bytes' + types = set(['byte', 'swap']) + + def mutate(self, res): + if len(res) <= 1: + return None + src = self._rand(len(res)) + dst = self._rand(len(res)) + while src == dst: + dst = self._rand(len(res)) + res[src], res[dst] = res[dst], res[src] + return res + + +@register_mutator +class MutatorAddSubByte(Mutator): + name = 'Add/subtract from a byte' + types = set(['byte', 'addsub']) + + def mutate(self, res): + if len(res) == 0: + return None + pos = self._rand(len(res)) + v = self._rand(2**8) + res[pos] = (res[pos] + v) % 256 + return res + + +@register_mutator +class MutatorAddSubShort(Mutator): + name = 'Add/subtract from a uint16' + types = set(['short', 'addsub']) + + def mutate(self, res): + if len(res) < 2: + return None + pos = self._rand(len(res) - 1) + v = self._rand(2**16) + if bool(random.getrandbits(1)): + v = struct.pack('>H', v) + else: + v = struct.pack('I', v) + else: + v = struct.pack('Q', v) + else: + v = struct.pack('H', v) + else: + v = struct.pack('I', v) + else: + v = struct.pack(' 0 and os.path.isdir(dirs[0]) else False + self._save_corpus = dirs and os.path.isdir(dirs[0]) + self._inputs.append(bytearray(0)) + + # Work out what we'll filter + filters = mutators_filter.split(' ') if mutators_filter else [] + negative_filters = [f[1:] for f in filters if f and f[0] == '!'] + required_filters = [f for f in filters if f and f[0] != '!'] + + def acceptable(cls): + # No filters => everything's fine! + if mutators_filter is None: + return True + + # First check that the required mutator types are set + for f in required_filters: + if f not in cls.types: + return False + # Now remove any that are not allowed + for f in negative_filters: + if f in cls.types: + return False + + return True + + # Construct an object for each mutator we can use + self.mutators = [cls(self) for cls in mutator_classes if acceptable(cls)] + if not self.mutators: + raise CorpusError("No mutators are available") + + def __repr__(self): + return "<{}(corpus of {}, {} mutators)>".format(self.__class__.__name__, + len(self._inputs), + len(self.mutators)) def _add_file(self, path): with open(path, 'rb') as f: @@ -58,23 +472,6 @@ def _rand_exp(): break return count - @staticmethod - def _choose_len(n): - x = Corpus._rand(100) - if x < 90: - return Corpus._rand(min(8, n)) + 1 - elif x < 99: - return Corpus._rand(min(32, n)) + 1 - else: - return Corpus._rand(n) + 1 - - @staticmethod - def copy(src, dst, start_source, start_dst, end_source=None, end_dst=None): - end_source = len(src) if end_source is None else end_source - end_dst = len(dst) if end_dst is None else end_dst - byte_to_copy = min(end_source-start_source, end_dst-start_dst) - src[start_source:start_source+byte_to_copy] = dst[start_dst:start_dst+byte_to_copy] - def put(self, buf): self._inputs.append(buf) if self._save_corpus: @@ -92,193 +489,28 @@ def generate_input(self): self._seed_run_finished = True return next_input - if len(self._inputs) == 0: - zero_test_case = bytearray(0) - self.put(zero_test_case) - return zero_test_case - else: - buf = self._inputs[self._rand(len(self._inputs))] - return self.mutate(buf) + buf = self._inputs[self._rand(len(self._inputs))] + return self.mutate(buf) def mutate(self, buf): res = buf[:] nm = self._rand_exp() + #print("Start with {}".format(res)) for i in range(nm): - # Remove a range of bytes. - x = self._rand(15) - if x == 0: - if len(self._inputs) <= 1: - i -= 1 - continue - pos0 = self._rand(len(res)) - pos1 = pos0 + self._choose_len(len(res) - pos0) - self.copy(res, res, pos1, pos0) - res = res[:len(res) - (pos1-pos0)] - elif x == 1: - # Insert a range of random bytes. - pos = self._rand(len(res) + 1) - n = self._choose_len(10) - for k in range(n): - res.append(0) - self.copy(res, res, pos, pos+n) - for k in range(n): - res[pos+k] = self._rand(256) - elif x == 2: - # Duplicate a range of bytes. - if len(res) <= 1: - i -= 1 - continue - src = self._rand(len(res)) - dst = self._rand(len(res)) - while src == dst: - dst = self._rand(len(res)) - n = self._choose_len(len(res) - src) - tmp = bytearray(n) - self.copy(res, tmp, src, 0) - for k in range(n): - res.append(0) - self.copy(res, res, dst, dst+n) - for k in range(n): - res[dst+k] = tmp[k] - elif x == 3: - # Copy a range of bytes. - if len(res) <= 1: - i -= 1 - continue - src = self._rand(len(res)) - dst = self._rand(len(res)) - while src == dst: - dst = self._rand(len(res)) - n = self._choose_len(len(res) - src) - self.copy(res, res, src, dst, src+n) - elif x == 4: - # Bit flip. Spooky! - if len(res) == 0: - i -= 1 - continue - pos = self._rand(len(res)) - res[pos] ^= 1 << self._rand(8) - elif x == 5: - # Set a byte to a random value. - if len(res) == 0: - i -= 1 - continue - pos = self._rand(len(res)) - res[pos] ^= self._rand(255) + 1 - elif x == 6: - # Swap 2 bytes. - if len(res) <= 1: - i -= 1 - continue - src = self._rand(len(res)) - dst = self._rand(len(res)) - while src == dst: - dst = self._rand(len(res)) - res[src], res[dst] = res[dst], res[src] - elif x == 7: - # Add/subtract from a byte. - if len(res) == 0: - i -= 1 - continue - pos = self._rand(len(res)) - v = self._rand(35) + 1 - if bool(random.getrandbits(1)): - res[pos] = numpy.uint8(res[pos]) + numpy.uint8(v) - else: - res[pos] = numpy.uint8(res[pos]) - numpy.uint8(v) - elif x == 8: - # Add/subtract from a uint16. - if len(res) < 2: - i -= 1 - continue - pos = self._rand(len(res) - 1) - v = numpy.uint16(self._rand(35) + 1) - if bool(random.getrandbits(1)): - v = numpy.uint16(0) - v - if bool(random.getrandbits(1)): - v = struct.pack('>H', v) - else: - v = struct.pack('I', v) - else: - v = struct.pack('Q', v) - else: - v = struct.pack('H', v) - else: - v = struct.pack('I', v) - else: - v = struct.pack(' self._max_input_size: res = res[:self._max_input_size] diff --git a/pythonfuzz/dictionary.py b/pythonfuzz/dictionary.py new file mode 100644 index 0000000..a33bc86 --- /dev/null +++ b/pythonfuzz/dictionary.py @@ -0,0 +1,64 @@ +""" +Basic reader for libfuzzer/AFL style dictionaries. + +See documentation at: + https://llvm.org/docs/LibFuzzer.html#dictionaries + https://github.com/google/AFL/blob/master/dictionaries/README.dictionaries + +For our use, we only support reading the content of the dictionary values. +""" + +import codecs +import random +import re +import os + +class Dictionary: + line_re = re.compile('"(.+)"$') + + def __init__(self): + self._dict = list() + + def load(self, dict_path): + if os.path.isfile(dict_path): + self.load_file(dict_path) + else: + self.load_directory(dict_path) + + def load_directory(self, dict_path): + """ + Read a directory of files, which are loaded raw. + """ + for bin_file in os.listdir(dict_path): + filename = os.path.join(dict_path, bin_file) + if os.path.isfile(filename): + with open(filename, 'rb') as fh: + self._dict.append(fh.read()) + + def load_file(self, dict_path): + """ + Read a dictionary file containing tokens. + """ + # Token names are discarded, as per the AFL documentation + + if not dict_path or not os.path.exists(dict_path): + return + + _dict = set() + with open(dict_path) as f: + for line in f: + line = line.lstrip() + if not line or line.startswith('#'): + continue + word = self.line_re.search(line) + if word: + # Decode any escaped characters, giving us a bytes object + value = word.group(1) + (value, _) = codecs.escape_decode(value) + _dict.add(value) + self._dict = list(_dict) + + def get_word(self): + if not self._dict: + return None + return random.choice(self._dict) diff --git a/pythonfuzz/fuzzer.py b/pythonfuzz/fuzzer.py index 9c45ae3..bd88854 100644 --- a/pythonfuzz/fuzzer.py +++ b/pythonfuzz/fuzzer.py @@ -1,37 +1,52 @@ import os import sys import time +import sys import psutil import hashlib import logging -import coverage +import functools import multiprocessing as mp -from pythonfuzz import corpus +from pythonfuzz import corpus, tracer logging.getLogger().addHandler(logging.StreamHandler(sys.stdout)) logging.getLogger().setLevel(logging.DEBUG) SAMPLING_WINDOW = 5 # IN SECONDS - -def worker(target, child_conn): - cov = coverage.Coverage(branch=True, cover_pylib=True) - cov.start() +try: + lru_cache = functools.lru_cache +except: + import functools32 + lru_cache = functools32.lru_cache + + +def worker(target, child_conn, close_fd_mask): + # Silence the fuzzee's noise + class DummyFile: + """No-op to trash stdout away.""" + def write(self, x): + pass + logging.captureWarnings(True) + logging.getLogger().setLevel(logging.CRITICAL) + if close_fd_mask & 1: + sys.stdout = DummyFile() + if close_fd_mask & 2: + sys.stderr = DummyFile() + + sys.settrace(tracer.trace) while True: - buf = child_conn.recv() + buf = child_conn.recv_bytes() try: target(buf) except Exception as e: + print("Exception: %r\n" % (e,)) logging.exception(e) child_conn.send(e) break else: - total_coverage = 0 - cov_data = cov.get_data() - for filename in cov_data._arcs: - total_coverage += len(cov_data._arcs[filename]) - child_conn.send(total_coverage) + child_conn.send_bytes(b'%d' % tracer.get_coverage()) class Fuzzer(object): @@ -42,19 +57,34 @@ def __init__(self, rss_limit_mb=2048, timeout=120, regression=False, - max_input_size=4096): + max_input_size=4096, + close_fd_mask=0, + runs=-1, + mutators_filter=None, + dict_path=None): self._target = target self._dirs = [] if dirs is None else dirs self._exact_artifact_path = exact_artifact_path self._rss_limit_mb = rss_limit_mb self._timeout = timeout self._regression = regression - self._corpus = corpus.Corpus(self._dirs, max_input_size) + self._close_fd_mask = close_fd_mask + self._corpus = corpus.Corpus(self._dirs, max_input_size, mutators_filter, dict_path) self._total_executions = 0 self._executions_in_sample = 0 self._last_sample_time = time.time() self._total_coverage = 0 self._p = None + self.runs = runs + + def help_mutators(self): + print("Mutators currently available (and their types):") + active_mutators = [mutator.__class__ for mutator in self._corpus.mutators] + for mutator in corpus.mutator_classes: + active = mutator in active_mutators + indicator = '-' if not active else ' ' + print(" {}{:<60s} [{}]".format(indicator, mutator.name, ', '.join(sorted(mutator.types)))) + print("\nMutators prefixed by '-' are currently disabled.") def log_stats(self, log_type): rss = (psutil.Process(self._p.pid).memory_info().rss + psutil.Process(os.getpid()).memory_info().rss) / 1024 / 1024 @@ -67,54 +97,64 @@ def log_stats(self, log_type): self._total_executions, log_type, self._total_coverage, self._corpus.length, execs_per_second, rss)) return rss - def write_crash(self, buf): + def write_sample(self, buf, prefix='crash-'): m = hashlib.sha256() m.update(buf) if self._exact_artifact_path: crash_path = self._exact_artifact_path else: - crash_path = 'crash-' + m.hexdigest() + crash_path = prefix + m.hexdigest() + logging.info('sample written to {}'.format(crash_path)) + if len(buf) < 200: + try: + logging.info('sample = {}'.format(buf.hex())) + except AttributeError: + logging.info('sample = {!r}'.format(buf)) with open(crash_path, 'wb') as f: f.write(buf) - logging.info('crash was written to {}'.format(crash_path)) - if len(buf) < 200: - logging.info('crash = {}'.format(buf.hex())) def start(self): logging.info("#0 READ units: {}".format(self._corpus.length)) parent_conn, child_conn = mp.Pipe() - self._p = mp.Process(target=worker, args=(self._target, child_conn)) + self._p = mp.Process(target=worker, args=(self._target, child_conn, self._close_fd_mask)) self._p.start() while True: + if self.runs != -1 and self._total_executions >= self.runs: + self._p.terminate() + logging.info('did %d runs, stopping now.', self.runs) + break + buf = self._corpus.generate_input() - parent_conn.send(buf) + parent_conn.send_bytes(bytes(buf)) if not parent_conn.poll(self._timeout): - self._p.kill() + self._p.terminate() logging.info("=================================================================") logging.info("timeout reached. testcase took: {}".format(self._timeout)) + self.write_sample(buf, prefix='timeout-') break - total_coverage = parent_conn.recv() - if type(total_coverage) != int: - self.write_crash(buf) + try: + total_coverage = int(parent_conn.recv_bytes()) + except ValueError: + self.write_sample(buf) break self._total_executions += 1 self._executions_in_sample += 1 rss = 0 if total_coverage > self._total_coverage: - rss = self.log_stats("NEW") self._total_coverage = total_coverage self._corpus.put(buf) + rss = self.log_stats("NEW") else: if (time.time() - self._last_sample_time) > SAMPLING_WINDOW: rss = self.log_stats('PULSE') if rss > self._rss_limit_mb: logging.info('MEMORY OOM: exceeded {} MB. Killing worker'.format(self._rss_limit_mb)) - self.write_crash(buf) + self.write_sample(buf) self._p.kill() break diff --git a/pythonfuzz/main.py b/pythonfuzz/main.py index 35a954c..391c852 100644 --- a/pythonfuzz/main.py +++ b/pythonfuzz/main.py @@ -1,9 +1,6 @@ import argparse -import warnings from pythonfuzz import fuzzer -warnings.filterwarnings('ignore') - class PythonFuzz(object): def __init__(self, func): @@ -20,32 +17,23 @@ def __call__(self, *args, **kwargs): help='run the fuzzer through set of files for regression or reproduction') parser.add_argument('--rss-limit-mb', type=int, default=2048, help='Memory usage in MB') parser.add_argument('--max-input-size', type=int, default=4096, help='Max input size in bytes') + parser.add_argument('--dict', type=str, help='dictionary file') + parser.add_argument('--close-fd-mask', type=int, default=0, help='Indicate output streams to close at startup') + parser.add_argument('--runs', type=int, default=-1, help='Number of individual test runs, -1 (the default) to run indefinitely.') + parser.add_argument('--help-mutators', action='store_true', help='Display help on the mutators') + parser.add_argument('--mutator-filter', type=str, default=None, help='Filter for mutator types to use; prefix with ! to disable') parser.add_argument('--timeout', type=int, default=30, help='If input takes longer then this timeout the process is treated as failure case') args = parser.parse_args() f = fuzzer.Fuzzer(self.function, args.dirs, args.exact_artifact_path, - args.rss_limit_mb, args.timeout, args.regression, args.max_input_size) - f.start() + args.rss_limit_mb, args.timeout, args.regression, args.max_input_size, + args.close_fd_mask, args.runs, args.mutator_filter, args.dict) + if args.help_mutators: + f.help_mutators() + else: + f.start() -def main(): - parser = argparse.ArgumentParser(description='Coverage-guided fuzzer for python packages') - parser.add_argument('target', type=str, help='path to fuzz target') - parser.add_argument('dirs', type=str, nargs='*', - help="one or more directories/files to use as seed corpus. the first directory will be used to save the generated test-cases") - parser.add_argument('--exact-artifact-path', type=str, help='set exact artifact path for crashes/ooms') - parser.add_argument('--regression', - type=bool, - default=False, - help='run the fuzzer through set of files for regression or reproduction') - parser.add_argument('--rss-limit-mb', type=int, default=2048, help='Memory usage in MB') - parser.add_argument('--timeout', type=int, default=120, - help='If input takes longer then this timeout the process is treated as failure case') - args = parser.parse_args() - f = fuzzer.Fuzzer(args.target, args.dirs, args.exact_artifact_path, - args.rss_limit_mb, args.timeout, args.regression) - f.start() -# -# if __name__ == '__main__': -# main() +if __name__ == '__main__': + PythonFuzz() diff --git a/pythonfuzz/tracer.py b/pythonfuzz/tracer.py new file mode 100644 index 0000000..708979f --- /dev/null +++ b/pythonfuzz/tracer.py @@ -0,0 +1,33 @@ +import collections +import sys + +prev_line = 0 +prev_filename = '' +data = collections.defaultdict(set) + +def trace(frame, event, arg): + if event != 'line': + return trace + + global prev_line + global prev_filename + + func_filename = frame.f_code.co_filename + func_line_no = frame.f_lineno + + if func_filename != prev_filename: + # We need a way to keep track of inter-files transferts, + # and since we don't really care about the details of the coverage, + # concatenating the two filenames in enough. + data[func_filename + prev_filename].add((prev_line, func_line_no)) + else: + data[func_filename].add((prev_line, func_line_no)) + + prev_line = func_line_no + prev_filename = func_filename + + return trace + + +def get_coverage(): + return sum(map(len, data.values())) diff --git a/requirements-test.txt b/requirements-test.txt new file mode 100644 index 0000000..6815990 --- /dev/null +++ b/requirements-test.txt @@ -0,0 +1,2 @@ +# unittest.mock is present in 3.3 and higher; the mock library provides a backport +mock==3.0.5 ; python_version < '3.3' diff --git a/requirements.txt b/requirements.txt index 8866bf1..12a5e23 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,3 +1,2 @@ -coverage==4.5.4 -psutil==5.6.3 -numpy==1.17.3 +psutil==5.6.6 +functools32==3.2.3.post2; python_version < '3' diff --git a/setup.py b/setup.py index 6566bf8..69bc416 100644 --- a/setup.py +++ b/setup.py @@ -13,9 +13,11 @@ long_description_content_type="text/markdown", url="https://github.com/fuzzitdev/pythonfuzz", install_requires=[ - 'coverage==4.5.4', - 'psutil==5.6.3', - 'numpy==1.17.3', + # WARNING: Keep these values in line with those in requirements.txt + "psutil==5.6.6", + "numpy==1.16.6; python_version < '3'", + "numpy==1.17.3; python_version >= '3'", + "functools32==3.2.3.post2; python_version < '3'", ], classifiers=[ "Programming Language :: Python :: 3", @@ -23,6 +25,6 @@ "Operating System :: OS Independent", "Topic :: Software Development :: Testing" ], - python_requires='>=3.5.3', + python_requires='~=2.7, ~=3.5.3', packages=setuptools.find_packages('.', exclude=("examples",)) ) diff --git a/tests/__init__.py b/tests/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/tests/test_crash.py b/tests/test_crash.py new file mode 100644 index 0000000..e19e550 --- /dev/null +++ b/tests/test_crash.py @@ -0,0 +1,47 @@ +""" +Test the fuzzing terminates when a fault is found. + +SUT: Fuzzer +Area: Fault finding +Class: Functional +Type: Integration test +""" + +import io +import os +import unittest +import zipfile + +try: + from unittest.mock import patch +except ImportError: + # Python 2 backport of mock + from mock import patch + +import pythonfuzz.fuzzer + + +class TestFindCrash(unittest.TestCase): + def test_find_crash(self): + """ + Tests that when an Exception occurs in the fuzz function, we detect this. + + Requires that the Fuzzer's configuration causes it to stop when an exception + is detected, and that the fuzzer will generate an invalid zip file. + Detects the exception implicitly by the fact that a logger call was made. + """ + def fuzz(buf): + f = io.BytesIO(buf) + z = zipfile.ZipFile(f) + z.testzip() + + with patch('logging.Logger.info') as mock: + pythonfuzz.fuzzer.Fuzzer(fuzz).start() + self.assertTrue(mock.called_once) + + # Check that we created a crash file + # (this is the hash of an empty string, because we know that the first call is with an empty string) + self.assertTrue(os.path.exists('crash-e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855')) + + # Clean up after ourselves + os.remove('crash-e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855') diff --git a/tests/test_nocrash.py b/tests/test_nocrash.py new file mode 100644 index 0000000..210c14f --- /dev/null +++ b/tests/test_nocrash.py @@ -0,0 +1,34 @@ +""" +Test the fuzzing terminates when no faults found, at a run limit. + +SUT: Fuzzer +Area: Non-fault operation +Class: Functional +Type: Integration test +""" + +import unittest + +try: + from unittest.mock import patch +except ImportError: + # Python 2 backport of mock + from mock import patch + +import pythonfuzz.fuzzer + + +class TestFindCrash(unittest.TestCase): + def test_find_crash(self): + """ + Tests that when no Exception occurs in the fuzz function, we exit without error. + + Detects the exception implicitly by the fact that a logger call was made with + particular text. + """ + def fuzz(buf): + return True + + with patch('logging.Logger.info') as mock: + pythonfuzz.fuzzer.Fuzzer(fuzz, runs=100).start() + mock.assert_called_with('did %d runs, stopping now.', 100) diff --git a/tests/unittest_mutators.py b/tests/unittest_mutators.py new file mode 100644 index 0000000..8ed5ae1 --- /dev/null +++ b/tests/unittest_mutators.py @@ -0,0 +1,207 @@ +""" +Test the mutators operate as desired. + +SUT: Corpus +Area: Mutators +Class: Functional +Type: Unit test +""" + +import unittest + +try: + from unittest.mock import patch +except ImportError: + # Python 2 backport of mock + from mock import patch + +import pythonfuzz.corpus as corpus + + +class FakeCorpus(object): + pass + + +class BaseTestMutators(unittest.TestCase): + """ + Test that the mutators objects are doing what we want them to do. + """ + # Subclasses should set this - 'mutator' will be created as part of setup. + mutator_class = None + + def setUp(self): + self.corpus = FakeCorpus() + self.patch_rand = patch('pythonfuzz.corpus.Mutator._rand') + self.mock_rand = self.patch_rand.start() + self.mock_rand.side_effect = [] + # Update the side effects in your subclass + + self.addCleanup(self.patch_rand.stop) + + self.mutator = self.mutator_class(self.corpus) + + +class TestMutatorRemoveRange(BaseTestMutators): + mutator_class = corpus.MutatorRemoveRange + + def test01_empty(self): + # You cannot remove values from an empty input + res = self.mutator.mutate(bytearray(b'')) + self.assertIsNone(res) + + def test02_remove_section(self): + # Check that it removes a sensible range + + # Check that removing at the 2nd position, removing 4 characters leaves the right string. + self.mock_rand.side_effect = [2, 0, 3] + + res = self.mutator.mutate(bytearray(b'1234567890')) + self.assertEqual(res, bytearray(b'127890')) + + +class TestMutatorInsertBytes(BaseTestMutators): + mutator_class = corpus.MutatorInsertBytes + + def test02_insert_bytes(self): + # Check that it inserts sensibly + + # Check that inserting at the 2nd position, adding 4 characters gives us the right string + self.mock_rand.side_effect = [2, 0, 3, 65, 66, 67, 68] + + res = self.mutator.mutate(bytearray(b'123456789')) + self.assertEqual(res, bytearray(b'12ABCD3456789')) + + +class TestMutatorDuplicateBytes(BaseTestMutators): + mutator_class = corpus.MutatorDuplicateBytes + + def test01_empty(self): + # Cannot work with an empty input + res = self.mutator.mutate(bytearray(b'')) + self.assertIsNone(res) + + def test02_duplicate_bytes(self): + # Check that it duplicates + + # Duplicate from offset 2 to offset 5, length 2 + self.mock_rand.side_effect = [2, 5, 0, 1] + + res = self.mutator.mutate(bytearray(b'123456789')) + self.assertEqual(res, bytearray(b'12345346789')) + + +class TestMutatorCopyBytes(BaseTestMutators): + mutator_class = corpus.MutatorDuplicateBytes + + def test01_empty(self): + # Cannot work with an empty input + res = self.mutator.mutate(bytearray(b'')) + self.assertIsNone(res) + + def test02_duplicate_bytes(self): + # Check that it duplicates + + # Duplicate from offset 2 to offset 5, length 2 + self.mock_rand.side_effect = [2, 5, 0, 1] + + res = self.mutator.mutate(bytearray(b'123456789')) + self.assertEqual(res, bytearray(b'12345346789')) + + +class TestMutatorBitFlip(BaseTestMutators): + mutator_class = corpus.MutatorBitFlip + + def test01_empty(self): + # Cannot work with an empty input + res = self.mutator.mutate(bytearray(b'')) + self.assertIsNone(res) + + def test02_flip_bit(self): + # Check that it flips + + # At offset 4, flip bit 3 + self.mock_rand.side_effect = [4, 3] + + res = self.mutator.mutate(bytearray(b'123456789')) + self.assertEqual(res, bytearray(b'1234=6789')) + + +class TestMutatorRandomiseByte(BaseTestMutators): + mutator_class = corpus.MutatorRandomiseByte + + def test01_empty(self): + # Cannot work with an empty input + res = self.mutator.mutate(bytearray(b'')) + self.assertIsNone(res) + + def test02_randomise_byte(self): + # Check that it changes a byte + + # At offset 4, EOR with 65+1 + self.mock_rand.side_effect = [4, 65] + + res = self.mutator.mutate(bytearray(b'123456789')) + self.assertEqual(res, bytearray(b'1234w6789')) + + +class TestMutatorSwapBytes(BaseTestMutators): + mutator_class = corpus.MutatorSwapBytes + + def test01_empty(self): + # Cannot work with an empty input + res = self.mutator.mutate(bytearray(b'')) + self.assertIsNone(res) + + def test02_swap_bytes(self): + # Check that it swaps bytes + + # Swap bytes at 1 and 6 + self.mock_rand.side_effect = [1, 6] + + res = self.mutator.mutate(bytearray(b'123456789')) + self.assertEqual(res, bytearray(b'173456289')) + + +class TestMutatorAddSubByte(BaseTestMutators): + mutator_class = corpus.MutatorAddSubByte + + def test01_empty(self): + # Cannot work with an empty input + res = self.mutator.mutate(bytearray(b'')) + self.assertIsNone(res) + + def test02_add_bytes(self): + # Check that it adds/subs + # FIXME: Not yet implemented - uses a randomised bit for the add/sub + pass + +# FIXME: Also not implemented AddSubShort, AddSubLong, AddSubLongLong +# FIXME: Not yet implemented ReplaceByte, ReplaceShort, ReplaceLong + + +class TestMutatorReplaceDigit(BaseTestMutators): + mutator_class = corpus.MutatorReplaceDigit + + def test01_empty(self): + # Cannot work with an empty input + res = self.mutator.mutate(bytearray(b'')) + self.assertIsNone(res) + + def test02_no_digits(self): + # Cannot work with a string that has no digits + res = self.mutator.mutate(bytearray(b'wibble')) + self.assertIsNone(res) + + def test03_replace_digit(self): + # Check that it replaces a digit + self.mock_rand.side_effect = [0, 5] + + res = self.mutator.mutate(bytearray(b'there are 4 lights')) + self.assertEqual(res, bytearray(b'there are 5 lights')) + + +# FIXME: Not yet implemented: Dictionary insert, Dictionary Append + + +if __name__ == '__main__': + unittest.main()