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Unified Diff: testing/libfuzzer/dictionary_generator.py

Issue 2115563002: [libfuzzer] Added script for dictionary generation. (Closed) Base URL: https://chromium.googlesource.com/chromium/src.git@master
Patch Set: Restore xml.dict, will replace with generated one in a separate CL. Created 4 years, 5 months ago
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Index: testing/libfuzzer/dictionary_generator.py
diff --git a/testing/libfuzzer/dictionary_generator.py b/testing/libfuzzer/dictionary_generator.py
new file mode 100755
index 0000000000000000000000000000000000000000..7133cfa5c2b078593ddac88805bcdb95d10d9b76
--- /dev/null
+++ b/testing/libfuzzer/dictionary_generator.py
@@ -0,0 +1,231 @@
+#!/usr/bin/python2
+#
+# Copyright 2016 The Chromium Authors. All rights reserved.
+# Use of this source code is governed by a BSD-style license that can be
+# found in the LICENSE file.
+
+"""Generate a dictionary for libFuzzer or AFL-based fuzzer.
+
+Invoked manually using a fuzzer binary and target format/protocol specification.
+Works better for text formats or protocols. For binary ones may be useless.
+"""
+
+import argparse
+import HTMLParser
+import io
+import logging
+import os
+import re
+import shutil
+import string
+import subprocess
+import sys
+import tempfile
+
+
+ENCODING_TYPES = ['ascii', 'utf_16_be', 'utf_16_le', 'utf_32_be', 'utf_32_le']
+MIN_STRING_LENGTH = 4
+
+
+def DecodeHTML(html_data):
+ """HTML-decoding of the data."""
+ html_parser = HTMLParser.HTMLParser()
+ data = html_parser.unescape(html_data.decode('ascii', 'ignore'))
+ return data.encode('ascii', 'ignore')
+
+
+def EscapeDictionaryElement(element):
+ """Escape all unprintable and control characters in an element."""
+ return element.encode('string_escape').replace('"', '\"')
+
+
+def ExtractWordsFromBinary(filepath, min_length=MIN_STRING_LENGTH):
+ """Extract words (splitted strings) from a binary executable file."""
+ rodata = PreprocessAndReadRodata(filepath)
+ words = []
+
+ strings_re = re.compile(r'[^\x00-\x1F\x7F-\xFF]{%d,}' % min_length)
+ # Use different encodings for strings extraction.
+ for encoding in ENCODING_TYPES:
+ data = rodata.decode(encoding, 'ignore').encode('ascii', 'ignore')
+ raw_strings = strings_re.findall(data)
+ for splitted_line in map(lambda line: line.split(), raw_strings):
+ words += splitted_line
+
+ return set(words)
+
+
+def ExtractWordsFromLines(lines):
+ """Extract all words from a list of strings."""
+ words = set()
+ for line in lines:
+ for word in line.split():
+ words.add(word)
+
+ return words
+
+
+def ExtractWordsFromSpec(filepath, is_html):
+ """Extract words from a specification."""
+ data = ReadSpecification(filepath, is_html)
+ words = data.split()
+ return set(words)
+
+
+def FindIndentedText(text):
+ """Find space-indented text blocks, e.g. code or data samples in RFCs."""
+ lines = text.split('\n')
+ indented_blocks = []
+ current_block = ''
+ previous_number_of_spaces = 0
+
+ # Go through every line and concatenate space-indented blocks into lines.
+ for i in xrange(0, len(lines), 1):
+ if not lines[i]:
+ # Ignore empty lines.
+ continue
+
+ # Space-indented text blocks have more leading spaces than regular text.
+ n = FindNumberOfLeadingSpaces(lines[i])
+
+ if n > previous_number_of_spaces:
+ # Beginning of a space-indented text block, start concatenation.
+ current_block = lines[i][n : ]
+ elif n == previous_number_of_spaces and current_block:
+ # Or continuation of a space-indented text block, concatenate lines.
+ current_block += '\n' + lines[i][n : ]
+
+ if n < previous_number_of_spaces and current_block:
+ # Current line is not indented, save previously concatenated lines.
+ indented_blocks.append(current_block)
+ current_block = ''
+
+ previous_number_of_spaces = n
+
+ return indented_blocks
+
+
+def FindNumberOfLeadingSpaces(line):
+ """Calculate number of leading whitespace characters in the string."""
+ n = 0
+ while n < len(line) and line[n].isspace():
+ n += 1
+
+ return n
+
+
+def GenerateDictionary(path_to_binary, path_to_spec, strategy, is_html=False):
+ """Generate a dictionary for given pair of fuzzer binary and specification."""
+ for filepath in [path_to_binary, path_to_spec]:
+ if not os.path.exists(filepath):
+ logging.error('%s doesn\'t exist. Exit.', filepath)
+ sys.exit(1)
+
+ words_from_binary = ExtractWordsFromBinary(path_to_binary)
+ words_from_spec = ExtractWordsFromSpec(path_to_spec, is_html)
+
+ dictionary_words = set()
+
+ if 'i' in strategy:
+ # Strategy i: only words which are common for binary and for specification.
+ dictionary_words = words_from_binary.intersection(words_from_spec)
+
+ if 'q' in strategy:
+ # Strategy q: add words from all quoted strings from specification.
+ # TODO(mmoroz): experimental and very noisy. Not recommended to use.
+ spec_data = ReadSpecification(path_to_spec, is_html)
+ quoted_strings = FindIndentedText(spec_data)
+ quoted_words = ExtractWordsFromLines(quoted_strings)
+ dictionary_words = dictionary_words.union(quoted_words)
+
+ if 'u' in strategy:
+ # Strategy u: add all uppercase words from specification.
+ uppercase_words = set(w for w in words_from_spec if w.isupper())
+ dictionary_words = dictionary_words.union(uppercase_words)
+
+ return dictionary_words
+
+
+def PreprocessAndReadRodata(filepath):
+ """Create a stripped copy of the binary and extract .rodata section."""
+ stripped_file = tempfile.NamedTemporaryFile(prefix='.stripped_')
+ stripped_filepath = stripped_file.name
+ shutil.copyfile(filepath, stripped_filepath)
+
+ # Strip all symbols to reduce amount of redundant strings.
+ strip_cmd = ['strip', '--strip-all', stripped_filepath]
+ result = subprocess.call(strip_cmd)
+ if result:
+ logging.warning('Failed to strip the binary. Using the original version.')
+ stripped_filepath = filepath
+
+ # Extract .rodata section to reduce amount of redundant strings.
+ rodata_file = tempfile.NamedTemporaryFile(prefix='.rodata_')
+ rodata_filepath = rodata_file.name
+ objcopy_cmd = ['objcopy', '-j', '.rodata', stripped_filepath, rodata_filepath]
+
+ # Hide output from stderr since objcopy prints a warning.
+ with open(os.devnull, 'w') as devnull:
+ result = subprocess.call(objcopy_cmd, stderr=devnull)
+
+ if result:
+ logging.warning('Failed to extract .rodata section. Using the whole file.')
+ rodata_filepath = stripped_filepath
+
+ with open(rodata_filepath) as file_handle:
+ data = file_handle.read()
+
+ stripped_file.close()
+ rodata_file.close()
+
+ return data
+
+
+def ReadSpecification(filepath, is_html):
+ """Read a specification file and return its contents."""
+ with open(filepath, 'r') as file_handle:
+ data = file_handle.read()
+
+ if is_html:
+ data = DecodeHTML(data)
+
+ return data
+
+
+def WriteDictionary(dictionary_path, dictionary):
+ """Write given dictionary to a file."""
+ with open(dictionary_path, 'wb') as file_handle:
+ file_handle.write('# This is an automatically generated dictionary.\n')
+ for word in dictionary:
+ if not word:
+ continue
+ line = '"%s"\n' % EscapeDictionaryElement(word)
+ file_handle.write(line)
+
+
+def main():
+ parser = argparse.ArgumentParser(description="Generate fuzzer dictionary.")
+ parser.add_argument('--fuzzer', required=True,
+ help='Path to a fuzzer binary executable. It is '
+ 'recommended to use a binary built with '
+ '"use_libfuzzer=false is_asan=false" to get a better '
+ 'dictionary with fewer number of redundant elements.')
+ parser.add_argument('--spec', required=True,
+ help='Path to a target specification (in textual form).')
+ parser.add_argument('--html', default=0,
+ help='Decode HTML [01] (0 is default value): '
+ '1 - if specification has HTML entities to be decoded.')
+ parser.add_argument('--out', required=True,
+ help='Path to a file to write a dictionary into.')
+ parser.add_argument('--strategy', default='iu',
+ help='Generation strategy [iqu] ("iu" is default value): '
+ 'i - intersection, q - quoted, u - uppercase.')
+ args = parser.parse_args()
+
+ dictionary = GenerateDictionary(args.fuzzer, args.spec, args.strategy,
+ is_html=bool(args.html))
+ WriteDictionary(args.out, dictionary)
+
+
+if __name__ == '__main__':
+ main()
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