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10 Commits

Author SHA1 Message Date
Nex
e1211991aa Bumped version 2022-01-23 14:17:43 +01:00
Nex
8ae9ca328c Added log line at the end to highlight number of detections 2022-01-21 16:50:32 +01:00
Nex
0e2eb51732 Fixed checking of indicators in filesystem module 2022-01-21 16:30:34 +01:00
Nex
b35cd4bc73 Added support for context-aware indicators.
This way when a detection is logged, the user can know which STIX2
file was matched by the module
2022-01-21 16:26:58 +01:00
Nex
1b4f99a31d Trying to catch missing argument error (ref: #211) 2022-01-21 12:20:22 +01:00
tek
e4e1716729 Bumped version 2022-01-20 15:28:42 +01:00
tek
083bc12351 Merge branch 'feature/check-file-path' 2022-01-20 15:19:37 +01:00
tek
cf6d392460 Adds more details on the download-iocs command 2022-01-20 13:29:50 +01:00
tek
95205d8e17 Adds indicators check to iOS TCC module 2022-01-18 17:12:20 +01:00
tek
38bb583a9e Improves management of file path indicators 2022-01-18 15:50:31 +01:00
20 changed files with 294 additions and 177 deletions

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@@ -41,6 +41,6 @@ export MVT_STIX2="/home/user/IOC1.stix2:/home/user/IOC2.stix2"
- [Predator from Cytrox](https://citizenlab.ca/2021/12/pegasus-vs-predator-dissidents-doubly-infected-iphone-reveals-cytrox-mercenary-spyware/) ([STIX2](https://raw.githubusercontent.com/AmnestyTech/investigations/master/2021-12-16_cytrox/cytrox.stix2))
- [This repository](https://github.com/Te-k/stalkerware-indicators) contains IOCs for Android stalkerware including [a STIX MVT-compatible file](https://raw.githubusercontent.com/Te-k/stalkerware-indicators/master/stalkerware.stix2).
You can automaticallly download the latest public indicator files with the command `mvt-ios download-iocs` or `mvt-android download-iocs`.
You can automaticallly download the latest public indicator files with the command `mvt-ios download-iocs` or `mvt-android download-iocs`. These commands download the list of indicators listed [here](https://github.com/mvt-project/mvt/blob/main/public_indicators.json) and store them in the [appdir](https://pypi.org/project/appdirs/) folder. They are then loaded automatically by mvt.
Please [open an issue](https://github.com/mvt-project/mvt/issues/) to suggest new sources of STIX-formatted IOCs.

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@@ -139,7 +139,7 @@ def check_adb(ctx, iocs, output, fast, list_modules, module, serial):
m = adb_module(output_folder=output, fast_mode=fast,
log=logging.getLogger(adb_module.__module__))
if indicators.ioc_count:
if indicators.total_ioc_count:
m.indicators = indicators
m.indicators.log = m.log
if serial:
@@ -190,7 +190,7 @@ def check_backup(ctx, iocs, output, backup_path, serial):
for module in BACKUP_MODULES:
m = module(base_folder=backup_path, output_folder=output,
log=logging.getLogger(module.__module__))
if indicators.ioc_count:
if indicators.total_ioc_count:
m.indicators = indicators
m.indicators.log = m.log
if serial:

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@@ -89,10 +89,6 @@ class Files(AndroidExtraction):
return
for result in self.results:
if self.indicators.check_file_name(result["path"]):
self.log.warning("Found a known suspicous filename at path: \"%s\"", result["path"])
self.detected.append(result)
if self.indicators.check_file_path(result["path"]):
self.log.warning("Found a known suspicous file at path: \"%s\"", result["path"])
self.detected.append(result)

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@@ -95,6 +95,9 @@ class Packages(AndroidExtraction):
self._adb_connect()
packages = self._adb_command("pm list packages -U -u -i -f")
if packages.strip() == "Error: Unknown option: -U":
packages = self._adb_command("pm list packages -u -i -f")
for line in packages.split("\n"):
line = line.strip()
if not line.startswith("package:"):

File diff suppressed because it is too large Load Diff

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@@ -6,7 +6,7 @@
import requests
from packaging import version
MVT_VERSION = "1.4.4"
MVT_VERSION = "1.4.6"
def check_for_updates():

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@@ -168,7 +168,7 @@ def check_backup(ctx, iocs, output, fast, backup_path, list_modules, module):
m = backup_module(base_folder=backup_path, output_folder=output, fast_mode=fast,
log=logging.getLogger(backup_module.__module__))
m.is_backup = True
if indicators.ioc_count:
if indicators.total_ioc_count > 0:
m.indicators = indicators
m.indicators.log = m.log
@@ -182,6 +182,10 @@ def check_backup(ctx, iocs, output, fast, backup_path, list_modules, module):
if len(timeline_detected) > 0:
save_timeline(timeline_detected, os.path.join(output, "timeline_detected.csv"))
if len(timeline_detected) > 0:
log.warning("The analysis of the backup produced %d detections!",
len(timeline_detected))
#==============================================================================
# Command: check-fs
@@ -225,7 +229,7 @@ def check_fs(ctx, iocs, output, fast, dump_path, list_modules, module):
log=logging.getLogger(fs_module.__module__))
m.is_fs_dump = True
if indicators.ioc_count:
if indicators.total_ioc_count > 0:
m.indicators = indicators
m.indicators.log = m.log
@@ -239,20 +243,23 @@ def check_fs(ctx, iocs, output, fast, dump_path, list_modules, module):
if len(timeline_detected) > 0:
save_timeline(timeline_detected, os.path.join(output, "timeline_detected.csv"))
if len(timeline_detected) > 0:
log.warning("The analysis of the filesystem produced %d detections!",
len(timeline_detected))
#==============================================================================
# Command: check-iocs
#==============================================================================
@cli.command("check-iocs", help="Compare stored JSON results to provided indicators")
@click.option("--iocs", "-i", type=click.Path(exists=True), multiple=True,
default=[], required=True, help=HELP_MSG_IOC)
default=[], help=HELP_MSG_IOC)
@click.option("--list-modules", "-l", is_flag=True, help=HELP_MSG_LIST_MODULES)
@click.option("--module", "-m", help=HELP_MSG_MODULE)
@click.argument("FOLDER", type=click.Path(exists=True))
@click.pass_context
def check_iocs(ctx, iocs, list_modules, module, folder):
all_modules = []
for entry in BACKUP_MODULES + FS_MODULES:
for entry in BACKUP_MODULES + FS_MODULES + MIXED_MODULES:
if entry not in all_modules:
all_modules.append(entry)
@@ -268,6 +275,7 @@ def check_iocs(ctx, iocs, list_modules, module, folder):
indicators = Indicators(log=log)
indicators.load_indicators_files(iocs)
total_detections = 0
for file_name in os.listdir(folder):
name_only, ext = os.path.splitext(file_name)
file_path = os.path.join(folder, file_name)
@@ -284,7 +292,7 @@ def check_iocs(ctx, iocs, list_modules, module, folder):
m = iocs_module.from_json(file_path,
log=logging.getLogger(iocs_module.__module__))
if indicators.ioc_count:
if indicators.total_ioc_count > 0:
m.indicators = indicators
m.indicators.log = m.log
@@ -292,6 +300,12 @@ def check_iocs(ctx, iocs, list_modules, module, folder):
m.check_indicators()
except NotImplementedError:
continue
else:
total_detections += len(m.detected)
if total_detections > 0:
log.warning("The check of the results produced %d detections!",
total_detections)
#==============================================================================

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@@ -72,9 +72,7 @@ class Manifest(IOSExtraction):
return
for result in self.results:
if "relative_path" not in result:
continue
if not result["relative_path"]:
if not result.get("relative_path"):
continue
if result["domain"]:
@@ -83,16 +81,15 @@ class Manifest(IOSExtraction):
self.detected.append(result)
continue
if self.indicators.check_file_name(result["relative_path"]):
self.log.warning("Found a known malicious file at path: %s", result["relative_path"])
if self.indicators.check_file_path("/" + result["relative_path"]):
self.detected.append(result)
continue
relPath = result["relative_path"].lower()
for ioc in self.indicators.ioc_domains:
if ioc.lower() in relPath:
rel_path = result["relative_path"].lower()
for ioc in self.indicators.get_iocs("domains"):
if ioc["value"].lower() in rel_path:
self.log.warning("Found mention of domain \"%s\" in a backup file with path: %s",
ioc, relPath)
ioc["value"], rel_path)
self.detected.append(result)
def run(self):

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@@ -37,20 +37,20 @@ class Analytics(IOSExtraction):
return
for result in self.results:
for ioc in self.indicators.ioc_processes:
for key in result.keys():
if ioc == result[key]:
self.log.warning("Found mention of a malicious process \"%s\" in %s file at %s",
ioc, result["artifact"], result["timestamp"])
self.detected.append(result)
break
for ioc in self.indicators.ioc_domains:
for key in result.keys():
if ioc in str(result[key]):
self.log.warning("Found mention of a malicious domain \"%s\" in %s file at %s",
ioc, result["artifact"], result["timestamp"])
self.detected.append(result)
break
for value in result.values():
if not isinstance(value, str):
continue
if self.indicators.check_process(value):
self.log.warning("Found mention of a malicious process \"%s\" in %s file at %s",
value, result["artifact"], result["timestamp"])
self.detected.append(result)
continue
if self.indicators.check_domain(value):
self.log.warning("Found mention of a malicious domain \"%s\" in %s file at %s",
value, result["artifact"], result["timestamp"])
self.detected.append(result)
def _extract_analytics_data(self):
artifact = self.file_path.split("/")[-1]
@@ -101,6 +101,7 @@ class Analytics(IOSExtraction):
timestamp = ""
data = plistlib.loads(row[1])
data["timestamp"] = timestamp
data["artifact"] = artifact
self.results.append(data)

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@@ -34,13 +34,13 @@ class CacheFiles(IOSExtraction):
return
self.detected = {}
for key, items in self.results.items():
for item in items:
if self.indicators.check_domain(item["url"]):
for key, values in self.results.items():
for value in values:
if self.indicators.check_domain(value["url"]):
if key not in self.detected:
self.detected[key] = [item, ]
self.detected[key] = [value, ]
else:
self.detected[key].append(item)
self.detected[key].append(value)
def _process_cache_file(self, file_path):
self.log.info("Processing cache file at path: %s", file_path)

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@@ -37,23 +37,22 @@ class Filesystem(IOSExtraction):
return
for result in self.results:
if self.indicators.check_file(result["path"]):
self.log.warning("Found a known malicious file name at path: %s", result["path"])
self.detected.append(result)
if "path" not in result:
continue
if self.indicators.check_file_path(result["path"]):
self.log.warning("Found a known malicious file path at path: %s", result["path"])
self.detected.append(result)
# If we are instructed to run fast, we skip this.
# If we are instructed to run fast, we skip the rest.
if self.fast_mode:
self.log.info("Flag --fast was enabled: skipping extended search for suspicious files/processes")
else:
for ioc in self.indicators.ioc_processes:
parts = result["path"].split("/")
if ioc in parts:
self.log.warning("Found a known malicious file/process at path: %s", result["path"])
self.detected.append(result)
continue
for ioc in self.indicators.get_iocs("processes"):
parts = result["path"].split("/")
if ioc["value"] in parts:
self.log.warning("Found known suspicious process name mentioned in file at path \"%s\" matching indicators from \"%s\"",
result["path"], ioc["name"])
self.detected.append(result)
def run(self):
for root, dirs, files in os.walk(self.base_folder):

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@@ -34,12 +34,17 @@ class ShutdownLog(IOSExtraction):
return
for result in self.results:
for ioc in self.indicators.ioc_processes:
if self.indicators.check_file_path(result["client"]):
self.detected.append(result)
continue
for ioc in self.indicators.get_iocs("processes"):
parts = result["client"].split("/")
if ioc in parts:
self.log.warning("Found mention of a known malicious process \"%s\" in shutdown.log",
ioc)
self.detected.append(result)
continue
def process_shutdownlog(self, content):
current_processes = []

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@@ -41,13 +41,13 @@ class LocationdClients(IOSExtraction):
def serialize(self, record):
records = []
for ts in self.timestamps:
if ts in record.keys():
for timestamp in self.timestamps:
if timestamp in record.keys():
records.append({
"timestamp": record[ts],
"timestamp": record[timestamp],
"module": self.__class__.__name__,
"event": ts,
"data": f"{ts} from {record['package']}"
"event": timestamp,
"data": f"{timestamp} from {record['package']}"
})
return records
@@ -61,7 +61,31 @@ class LocationdClients(IOSExtraction):
proc_name = parts[len(parts)-1]
if self.indicators.check_process(proc_name):
self.log.warning("Found a suspicious process name in LocationD entry %s",
result["package"])
self.detected.append(result)
continue
if "BundlePath" in result:
if self.indicators.check_file_path(result["BundlePath"]):
self.log.warning("Found a suspicious file path in Location D: %s",
result["BundlePath"])
self.detected.append(result)
continue
if "Executable" in result:
if self.indicators.check_file_path(result["Executable"]):
self.log.warning("Found a suspicious file path in Location D: %s",
result["Executable"])
self.detected.append(result)
continue
if "Registered" in result:
if self.indicators.check_file_path(result["Registered"]):
self.log.warning("Found a suspicious file path in Location D: %s",
result["Registered"])
self.detected.append(result)
continue
def _extract_locationd_entries(self, file_path):
with open(file_path, "rb") as handle:

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@@ -66,6 +66,15 @@ class TCC(IOSExtraction):
"data": msg
}
def check_indicators(self):
if not self.indicators:
return
for result in self.results:
if self.indicators.check_process(result["client"]):
self.log.warning("Found malicious process in TCC database: %s", result["client"])
self.detected.append(result)
def process_db(self, file_path):
conn = sqlite3.connect(file_path)
cur = conn.cursor()

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@@ -35,6 +35,7 @@ class Whatsapp(IOSExtraction):
links_text = ""
if record["links"]:
links_text = " - Embedded links: " + ", ".join(record["links"])
return {
"timestamp": record.get("isodate"),
"module": self.__class__.__name__,
@@ -47,7 +48,7 @@ class Whatsapp(IOSExtraction):
return
for message in self.results:
if self.indicators.check_domains(message["links"]):
if self.indicators.check_domains(message.get("links", [])):
self.detected.append(message)
def run(self):
@@ -83,14 +84,15 @@ class Whatsapp(IOSExtraction):
message["isodate"] = convert_timestamp_to_iso(convert_mactime_to_unix(message.get("ZMESSAGEDATE")))
message["ZTEXT"] = message["ZTEXT"] if message["ZTEXT"] else ""
# Extract links from the WhatsApp message. URLs can be stored in multiple fields/columns. Check each of them!
# Extract links from the WhatsApp message. URLs can be stored in multiple fields/columns.
# Check each of them!
message_links = []
fields_with_links = ["ZTEXT", "ZMATCHEDTEXT", "ZMEDIAURL", "ZCONTENT1", "ZCONTENT2"]
for field in fields_with_links:
if message.get(field):
message_links.extend(check_for_links(message.get(field, "")))
# Remove WhatsApp internal media URLs
# Remove WhatsApp internal media URLs.
filtered_links = []
for link in message_links:
if not (link.startswith("https://mmg-fna.whatsapp.net/") or link.startswith("https://mmg.whatsapp.net/")):

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@@ -13,11 +13,11 @@ class TestIndicators:
def test_parse_stix2(self, indicator_file):
ind = Indicators(log=logging)
ind.load_indicators_files([indicator_file], load_default=False)
assert ind.ioc_count == 4
assert len(ind.ioc_domains) == 1
assert len(ind.ioc_emails) == 1
assert len(ind.ioc_files) == 1
assert len(ind.ioc_processes) == 1
assert ind.ioc_files[0]["count"] == 4
assert len(ind.ioc_files[0]["domains"]) == 1
assert len(ind.ioc_files[0]["emails"]) == 1
assert len(ind.ioc_files[0]["file_names"]) == 1
assert len(ind.ioc_files[0]["processes"]) == 1
def test_check_domain(self, indicator_file):
ind = Indicators(log=logging)
@@ -28,5 +28,5 @@ class TestIndicators:
def test_env_stix(self, indicator_file):
os.environ["MVT_STIX2"] = indicator_file
ind = Indicators(log=logging)
ind.load_indicators_files([indicator_file], load_default=False)
assert ind.ioc_count == 4
ind.load_indicators_files([], load_default=False)
assert ind.total_ioc_count == 4

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@@ -25,7 +25,7 @@ class TestDatausageModule:
ind = Indicators(log=logging)
ind.parse_stix2(indicator_file)
# Adds a file that exists in the manifest.
ind.ioc_processes[0] = "CumulativeUsageTracker"
ind.ioc_files[0]["processes"].append("CumulativeUsageTracker")
m.indicators = ind
run_module(m)
assert len(m.detected) == 2

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@@ -24,8 +24,7 @@ class TestManifestModule:
m = Manifest(base_folder=get_backup_folder(), log=logging, results=[])
ind = Indicators(log=logging)
ind.parse_stix2(indicator_file)
# Adds a file that exists in the manifest
ind.ioc_files[0] = "com.apple.CoreBrightness.plist"
ind.ioc_files[0]["file_names"].append("com.apple.CoreBrightness.plist")
m.indicators = ind
run_module(m)
assert len(m.detected) == 1

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@@ -5,27 +5,32 @@
import logging
from mvt.common.indicators import Indicators
from mvt.common.module import run_module
from mvt.ios.modules.mixed.tcc import TCC
from ..utils import get_backup_folder
class TestManifestModule:
def test_manifest(self):
class TestTCCtModule:
def test_tcc(self):
m = TCC(base_folder=get_backup_folder(), log=logging, results=[])
run_module(m)
assert len(m.results) == 11
assert len(m.timeline) == 11
assert len(m.detected) == 0
assert m.results[0]["service"] == "kTCCServiceUbiquity"
assert m.results[0]["client"] == "com.apple.Preferences"
assert m.results[0]["auth_value"] == "allowed"
def test_manifest_2(self):
def test_tcc_detection(self, indicator_file):
m = TCC(base_folder=get_backup_folder(), log=logging, results=[])
ind = Indicators(log=logging)
ind.parse_stix2(indicator_file)
m.indicators = ind
run_module(m)
assert len(m.results) == 11
assert len(m.timeline) == 11
assert len(m.detected) == 0
assert m.results[0]["service"] == "kTCCServiceUbiquity"
assert m.results[0]["auth_value"] == "allowed"
assert len(m.detected) == 1
assert m.detected[0]["service"] == "kTCCServiceLiverpool"
assert m.detected[0]["client"] == "Launch"