class Test_CTU_Dataset(unittest.TestCase):
def setUp(self):
self.ctu_dataset = CTU_Dataset(cache_file=TEST_CACHE)
self.ctu_dataset.load_ctu_metadata()
def tearDown(self):
pass
def test_cache_exists(self):
self.assertTrue(os.path.exists(TEST_CACHE))
def test_get_file_last_mtime_exists(self):
self.assertNotEqual(
get_file_last_mtime(file_path=TEST_CACHE), 0)
def test_get_file_last_mtime_notexists(self):
self.assertEqual(
get_file_last_mtime(file_path=TEST_EMPTY_CACHE), 0)
def test_get_file_last_mtime_nopath(self):
self.assertRaises(RuntimeError,
get_file_last_mtime)
def test_get_file_last_mtime_relative_path(self):
self.assertRaises(RuntimeError,
get_file_last_mtime,
file_path='../../../etc/passwd')
def test_get_file_last_mtime_clean_empty(self):
os.makedirs(os.path.dirname(TEST_EMPTY_CACHE), exist_ok=True)
f = open(TEST_EMPTY_CACHE, 'w')
f.close()
self.assertEqual(
get_file_last_mtime(file_path=TEST_EMPTY_CACHE, clean=True), 0)
self.assertRaises(FileNotFoundError,
open,
TEST_EMPTY_CACHE,
'r')
def test_get_data_columns(self):
columns = CTU_Dataset.get_data_columns()
self.assertIs(type(columns), type(list()))
self.assertTrue(len(columns) > 0)
def test_get_index_columns(self):
columns = CTU_Dataset.get_index_columns()
self.assertIs(type(columns), type(list()))
self.assertTrue(len(columns) > 0)
def test_get_all_columns(self):
columns = CTU_Dataset.get_all_columns()
self.assertIs(type(columns), type(list()))
self.assertTrue(len(columns) > 0)
def test_get_disclaimer(self):
disclaimer = CTU_Dataset.get_disclaimer()
self.assertTrue("http://dx.doi.org/10.1016/j.cose.2014.05.011" in disclaimer)
def test_get_scenarios(self):
scenarios = self.ctu_dataset.get_scenarios()
self.assertIs(type(scenarios), type(dict()))
self.assertIn('CTU-Malware-Capture-Botnet-48', scenarios)
def test_get_scenario_names(self):
scenario_names = self.ctu_dataset.get_scenario_names()
self.assertIs(type(scenario_names), type(list()))
self.assertTrue(len(scenario_names) > 0)
self.assertEqual(scenario_names[0], 'CTU-Malware-Capture-Botnet-90',
msg=f'scenario_names[0]={scenario_names[0]:40}...')
def test_is_valid_scenario_short_MATCH(self):
self.assertFalse(self.ctu_dataset.is_valid_scenario('Botnet-48'))
def test_is_valid_scenario_long_MATCH(self):
self.assertTrue(self.ctu_dataset.is_valid_scenario('CTU-Malware-Capture-Botnet-48'))
def test_is_valid_scenario_FAIL(self):
self.assertFalse(self.ctu_dataset.is_valid_scenario('CTU-Milware-Copture-Botnet-48'))
def test_get_scenario_data_url_SUCCESS(self):
self.assertEqual(
self.ctu_dataset.get_scenario_data('CTU-Malware-Capture-Botnet-48',
'Capture_URL'),
'https://mcfp.felk.cvut.cz/publicDatasets/CTU-Malware-Capture-Botnet-48')
def test_get_data_columns(self):
items = [a for a in CTU_Dataset.__DATA_COLUMNS__]
self.assertListEqual(items, self.ctu_dataset.get_data_columns())
def test_get_scenario_data_url_FAIL(self):
try:
_ = self.ctu_dataset.get_scenario_data('CTU-Malware-Capture-Botnet-48',
'Capture_ORL')
except RuntimeError as err:
self.assertIn('is not supported', str(err))
def test_get_scenario_data_pcap(self):
url = self.ctu_dataset.get_scenario_data('CTU-Malware-Capture-Botnet-113-1',
'PCAP')
self.assertEqual(url,
'https://mcfp.felk.cvut.cz/publicDatasets/CTU-Malware-Capture-Botnet-113-1/2015-03-12_capture-win6.pcap',
msg=f'url={url}')
def test_get_scenario_page_short(self):
self.assertIn('DOCTYPE HTML PUBLIC',
self.ctu_dataset.get_scenario_page('Malware-Botnet-42'))
def test_get_scenario_page_full(self):
self.assertIn('DOCTYPE HTML PUBLIC',
self.ctu_dataset.get_scenario_page('CTU-Malware-Capture-Botnet-42'))
def test_filename_from_url(self):
filename = self.ctu_dataset.filename_from_url(
'https://mcfp.felk.cvut.cz/publicDatasets/CTU-Mixed-Capture-1/2015-07-28_mixed.pcap')
self.assertEqual(filename, '2015-07-28_mixed.pcap',
msg='filename={}'.format(filename))
def test_get_fullname_short_5parts(self):
fullname = self.ctu_dataset.get_fullname(name='CTU-Malware-Capture-Botnet-116-1')
self.assertEqual(fullname, 'CTU-Malware-Capture-Botnet-116-1')
def test_get_fullname_short_4parts(self):
fullname = self.ctu_dataset.get_fullname('Malware-Capture-Botnet-116-1')
self.assertEqual(fullname, 'CTU-Malware-Capture-Botnet-116-1')
def test_get_fullname_short_3parts1(self):
fullname = self.ctu_dataset.get_fullname(name='Malware-Botnet-116-1')
self.assertEqual(fullname, 'CTU-Malware-Capture-Botnet-116-1')
def test_get_fullname_short_3parts2(self):
fullname = self.ctu_dataset.get_fullname(name='Malware-Capture-42')
self.assertEqual(fullname, 'CTU-Malware-Capture-Botnet-42')
def test_get_fullname_short_2parts1(self):
fullname = self.ctu_dataset.get_fullname(name='Malware-42')
self.assertEqual(fullname, 'CTU-Malware-Capture-Botnet-42')
def test_get_fullname_short_2parts2(self):
fullname = self.ctu_dataset.get_fullname(name='Capture-42')
self.assertEqual(fullname, 'CTU-Malware-Capture-Botnet-42')
def test_get_fullname_short_1part_number(self):
fullname = self.ctu_dataset.get_fullname(name='42')
self.assertEqual(fullname, 'CTU-Malware-Capture-Botnet-42')
def test_get_fullname_short_1part_name(self):
self.assertRaises(SystemExit,
self.ctu_dataset.get_fullname,
name='IoT')
def test_get_fullname_short_fail(self):
fullname = self.ctu_dataset.get_fullname(name='Botnet-1')
self.assertEqual(fullname, None)
def test_get_fullname_typo(self):
fullname = self.ctu_dataset.get_fullname(name='CTU_Malware_Capture-Botnet-42')
self.assertEqual(fullname, None)
def test_get_shortname_match(self):
shortname = self.ctu_dataset.get_shortname(name='CTU-Malware-Capture-Botnet-42')
self.assertEqual(shortname, 'Malware-Botnet-42')
def test_normalize_ctu_name_lower(self):
self.assertEqual(normalize_ctu_name('ctu-malware-botnet-42'),
'CTU-Malware-Botnet-42')
self.assertEqual(normalize_ctu_name('iot-malware-33-1'),
'IoT-Malware-33-1')
def test_normalize_ctu_name_upper(self):
self.assertEqual(normalize_ctu_name('CTU-MALWARE-BOTNET-42'),
'CTU-Malware-Botnet-42')
self.assertEqual(normalize_ctu_name('IOT-MALWARE-33-1'),
'IoT-Malware-33-1')
def test_normalize_ctu_name_mixed(self):
self.assertEqual(normalize_ctu_name('Ctu-Malware-Botnet-42'),
'CTU-Malware-Botnet-42')
self.assertEqual(normalize_ctu_name('Iot-Malware-33-1'),
'IoT-Malware-33-1')
def test_normalize_ctu_name_random(self):
self.assertEqual(normalize_ctu_name('CTU-MALWARE-BOTNET-42'),
'CTU-Malware-Botnet-42')
self.assertEqual(normalize_ctu_name('IoT-MaLwArE-33-1'),
'IoT-Malware-33-1')
class CTUShow(ShowOne):
"""Show scenario details."""
log = logging.getLogger(__name__)
def get_parser(self, prog_name):
parser = super().get_parser(prog_name)
parser.formatter_class = argparse.RawDescriptionHelpFormatter
cache_file = CTU_Dataset.get_cache_file()
parser.add_argument(
'--cache-file',
action='store',
dest='cache_file',
default=cache_file,
help=('Cache file path for CTU metadata '
'(Env: ``LIM_CTU_CACHE``; '
f'default: ``{cache_file}``)')
)
parser.add_argument(
'--ignore-cache',
action='store_true',
dest='ignore_cache',
default=False,
help="Ignore any cached results (default: ``False``)"
)
parser.add_argument(
'scenario',
nargs='?',
type=normalize_ctu_name,
default=None)
parser.epilog = textwrap.dedent("""\
Shows details about an individual scenario in tabular form.
See ``lim ctu list --help`` for more on the ``scenario`` argument.
::
$ lim ctu show iot-3-1
+----------------+----------------------------------------------------------------------------------+
| Field | Value |
+----------------+----------------------------------------------------------------------------------+
| Infection_Date | 2018-05-19 |
| Capture_Name | CTU-IoT-Malware-Capture-3-1 |
| Malware | Muhstik |
| MD5 | b8849fe97e39ae3afd6def618568bb09 |
| SHA256 | 5ce13670bc875e913e6f087a4ac0a9e343347d5babb3b5c63e1d1b199371f69a |
| Capture_URL | https://mcfp.felk.cvut.cz/publicDatasets/IoTDatasets/CTU-IoT-Malware-Capture-3-1 |
| ZIP | fce7b8bbd1c1fba1d75b9dc1a60b25f49f68c9ec16b3656b52ed28290fc93c72.zip |
| LABELED | None |
| BINETFLOW | 2018-05-21_capture.binetflow |
| PCAP | 2018-05-21_capture.pcap |
| WEBLOGNG | 2018-05-21_capture.weblogng |
+----------------+----------------------------------------------------------------------------------+
""") # noqa
return parser
def take_action(self, parsed_args):
self.log.debug('[+] showing scenario details')
if 'ctu_metadata' not in dir(self):
self.ctu_metadata = CTU_Dataset(
cache_file=parsed_args.cache_file,
ignore_cache=parsed_args.ignore_cache,
debug=self.app_args.debug)
self.ctu_metadata.load_ctu_metadata()
fullname = self.ctu_metadata.get_fullname(
name=parsed_args.scenario)
if not self.ctu_metadata.is_valid_scenario(fullname):
sys.exit(1)
columns = self.ctu_metadata.get_extended_columns()
data = self.ctu_metadata.get_extended_data(fullname)
return columns, data
class CTUGet(Command):
"""Get CTU dataset components."""
log = logging.getLogger(__name__)
def get_parser(self, prog_name):
parser = super().get_parser(prog_name)
parser.formatter_class = argparse.RawDescriptionHelpFormatter
parser.add_argument(
'--force',
action='store_true',
dest='force',
default=False,
help="Force over-writing files if they exist (default: ``False``)")
parser.add_argument('--no-subdir',
action='store_true',
dest='no_subdir',
default=False,
help=('Do not maintain scenario name subdirectory '
'(default: ``False``)'))
_default_protocols = ",".join(DEFAULT_PROTOCOLS)
parser.add_argument('-P',
'--protocols',
metavar='<protocol-list>',
dest='protocols',
type=lambda s: [i for i in s.split(',')],
default=_default_protocols,
help=("Protocols to include, or 'any' "
f'(default: ``{_default_protocols}``)'))
parser.add_argument(
'-L',
'--maxlines',
metavar='<lines>',
dest='maxlines',
default=None,
help="Maximum number of lines to get (default: ``None``)")
cache_file = CTU_Dataset.get_cache_file()
parser.add_argument('--cache-file',
action='store',
dest='cache_file',
default=cache_file,
help=('Cache file path for CTU metadata '
'(Env: ``LIM_CTU_CACHE``; '
f'default: ``{cache_file}``)'))
parser.add_argument(
'--ignore-cache',
action='store_true',
dest='ignore_cache',
default=False,
help="Ignore any cached results (default: ``False``)")
parser.add_argument('scenario',
nargs=1,
type=normalize_ctu_name,
default=None)
data_types = str(", ".join(
[f'{i.lower()}' for i in CTU_Dataset.get_data_columns()]))
parser.add_argument(
'data',
nargs='+',
type=str.lower,
choices=[
c.lower() for c in CTU_Dataset.get_data_columns() + ['all']
],
default=None)
parser.epilog = textwrap.dedent(f"""\
Get one or more data components from a scenario. These
components are the raw PCAP file, Netflow file, and
other analytic products from intrusion detection system
processing, etc.
See ``lim ctu list --help`` for more on the ``scenario`` argument.
For the ``data`` argument, you can use ``all`` to recursively
download all scenario data, or one or more of the data
files by type: ``{data_types}``
By default, or when using the ``all`` attribute identifier,
the file(s) are placed in a subdirectory with the full name
of the scenario to better organize data across multiple
scenarios. You can override this when getting specific files
(i.e., not using ``all``) with the ``--no-subdir`` option.
\n""") + CTU_Dataset.get_disclaimer() # noqa
return parser
def take_action(self, parsed_args):
self.log.debug('[+] getting CTU data')
if 'ctu_metadata' not in dir(self):
self.ctu_metadata = CTU_Dataset(
cache_file=parsed_args.cache_file,
ignore_cache=parsed_args.ignore_cache,
debug=self.app_args.debug)
# TODO(dittrich): Work this back into init() method.
self.ctu_metadata.load_ctu_metadata()
scenario = self.ctu_metadata.get_fullname(name=parsed_args.scenario[0])
if not self.ctu_metadata.is_valid_scenario(scenario):
raise RuntimeError(f"[-] scenario '{scenario}' does not exist")
if parsed_args.no_subdir:
data_dir = self.app_args.data_dir
else:
data_dir = os.path.join(self.app_args.data_dir, scenario)
if 'all' in parsed_args.data:
self.recursive_get_all(name=scenario, data_dir=data_dir)
else:
for attribute in parsed_args.data:
self.log.debug(f'[+] downloading {attribute} data '
f"for scenario '{scenario}' to {data_dir}")
self.ctu_metadata.fetch_scenario_content_byattribute(
data_dir=data_dir, name=scenario, attribute=attribute)
def recursive_get_all(self,
name,
data_dir=os.getcwd(),
stderr=subprocess.STDOUT,
shell=False):
"""Use wget to recursively get all scenario data."""
# Ensure data directory exists
os.makedirs(os.path.abspath(data_dir), exist_ok=True)
cmd = ['wget', '-h']
result = ""
try:
result = subprocess.check_output( # nosec
cmd, stderr=stderr, shell=shell).decode('UTF-8').splitlines()
except Exception as err:
message = f'[-] cannot run "wget": { err }'
else:
message = '[-] cannot run "wget"'
if len(result) > 1 and result[0].find(' Wget ') < 0:
raise RuntimeError(message)
url = self.ctu_metadata.get_scenario_data(name=name,
attribute='Capture_URL')
url_path = urlparse(url).path.lstrip('/')
cut_dirs = len(url_path.split('/'))
cmd = [
'wget', '--mirror', '-l3', '--no-parent', '--no-host-directories',
f'--cut-dirs={cut_dirs}', '--reject=index.html?*', '-P', data_dir,
'--no-check-certificate'
]
if not url.endswith('/'):
# Required by wget --no-parent to work right
url = f"{url}/"
cmd.append(url)
"""Use subprocess.check_ouput to run subcommand"""
self.log.debug('[+] cmd: {" ".join(cmd)}')
self.log.info('[+] recursively getting all data '
f"from {url} to '{data_dir}'")
try:
result = subprocess.check_output( # nosec
cmd, cwd=data_dir, stderr=stderr,
shell=shell).decode('UTF-8').splitlines()
except subprocess.CalledProcessError as err:
sys.stderr.write('\n'.join([line for line in result]) + '\n')
sys.stderr.write(str(err.output) + '\n')
sys.exit(err.returncode)
pass
