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97 Commits

Author SHA1 Message Date
Nex
e70054d0c2 Bumped version 2021-08-26 12:48:09 +02:00
Nex
a75cf58f72 Added missing dependency 2021-08-26 12:47:46 +02:00
Nex
c859b43220 Adding logo to iOS cli 2021-08-26 12:40:45 +02:00
Nex
75ee2db02e Upgrading version 2021-08-26 12:36:37 +02:00
Nex
f6efb3c89a Bumped version 2021-08-25 21:58:38 +02:00
Nex
b27047ed27 Updated lookup modules to new format (closes: #175) 2021-08-25 21:58:03 +02:00
Nex
d43c8109d1 Bumped version 2021-08-25 16:32:05 +02:00
Nex
79f313827f Changed mvt-android download-apks to only fetch non-system packages 2021-08-25 13:35:21 +02:00
Nex
67d8820cc9 Merge pull request #174 from arky/adb-keygen-fix
Create adb keys (Fixes #165)
2021-08-21 18:43:14 +02:00
Arky
9297e06cc4 Create adb keys (Fixes #165) 2021-08-21 22:43:41 +07:00
Nex
faf44b0d4d Merge pull request #173 from arky/android-tools-fix
Use latest Android platform tools
2021-08-21 17:25:34 +02:00
Nex
4ebe0b6971 Shrink logo in README 2021-08-21 15:58:35 +02:00
Arky
3cbeb4befa Use latest Android platform tools 2021-08-21 20:53:33 +07:00
Nex
0005ad2abd Removed unused imports 2021-08-21 15:50:12 +02:00
Nex
a16b0c12d2 Added shared help messages 2021-08-21 15:48:52 +02:00
Nex
e0a6608b9d Logging which files error the manifest module 2021-08-20 17:15:35 +02:00
Nex
80a91bb2ad Checking if the backup is actually encrypted before proceeding (closes: #48) 2021-08-20 15:18:08 +02:00
Nex
9a7970e8a0 Merge pull request #172 from jekil/main
Some esthetic fixes to documentation
2021-08-20 09:07:05 +02:00
jekil
05a82075cf Some esthetic fixes to documentation 2021-08-20 08:58:08 +02:00
Nex
d99a8be632 Merge pull request #170 from jekil/main
Dockerfile lifting
2021-08-20 08:17:38 +02:00
jekil
4882ce9c88 Lifting to avoid not needed layers 2021-08-19 23:26:00 +02:00
Nex
2d277d2d14 Catching in case uid field is not present 2021-08-18 23:11:18 +02:00
Nex
1fc6c49d4f Inverted buttons 2021-08-18 19:56:27 +02:00
Nex
6a3b2dde81 Reintroduced newline 2021-08-18 19:23:12 +02:00
Nex
51a71bceb3 Added notice about target audience in introduction 2021-08-18 17:50:12 +02:00
Nex
ee5ac2a502 Updated Android documentation 2021-08-18 17:47:24 +02:00
Nex
b74d7719ea Merge pull request #169 from gregzo/main
Added availability details to records.md
2021-08-18 17:20:47 +02:00
Nex
7887ad6ee4 Removed trailing dot 2021-08-18 17:03:49 +02:00
Nex
012a6ead77 Bumped version 2021-08-18 13:26:50 +02:00
Nex
803dd2ff3a Add note in documentation about ability to invoke multiple --iocs options 2021-08-18 13:25:52 +02:00
Nex
817aaab258 Indicate in help message that option can be invoked multiple times 2021-08-18 13:24:10 +02:00
Nex
4d8d91846c Added missing import of IndicatorsFileBadFormat 2021-08-18 13:21:54 +02:00
Nex
e31e08e710 Added multiple indicators to Android cli 2021-08-18 13:19:34 +02:00
Nex
27847bf16c Added counter for loaded indicators 2021-08-18 13:18:34 +02:00
Nex
f2b1311ff7 Sorted imports 2021-08-18 13:18:28 +02:00
Nex
48810af83d Fixed creation of Indicators instance 2021-08-18 13:12:37 +02:00
Nex
6a63256b5c Added ability to import multiple STIX2 indicators files 2021-08-18 13:08:32 +02:00
Nex
07cf14a921 Updated docs 2021-08-18 10:34:31 +02:00
Gregorio Zanon
e30f6d9134 Added availability details to records.md
Added availability details for backup records which require encryption or aren't available anymore in recent iOS versions.
2021-08-18 10:07:39 +02:00
Nex
d77809060f Added newline 2021-08-17 22:54:33 +02:00
Nex
d61d40ee5a Updated documentation on mvt-android 2021-08-17 16:36:48 +02:00
Nex
99d539b040 Renamed packages.json to apks.json to avoid conflicts with other module 2021-08-17 13:26:26 +02:00
Nex
7edf147112 Better handling of package parsing and more logging (closes: #102) 2021-08-17 13:26:04 +02:00
Nex
39b81214c2 Catching exception when unable to connect to device over TCP 2021-08-17 13:10:36 +02:00
Nex
94fd6b5208 Catching errors more gracefully when downloading apks (closes: #158) 2021-08-17 13:06:31 +02:00
Nex
71e270fdf8 Bumped version 2021-08-16 14:56:46 +02:00
Nex
8125f1ba14 Updated docs with new modules 2021-08-16 11:12:57 +02:00
Nex
96e4a9a4a4 Overhaul of mvt-ios modules 2021-08-16 10:50:35 +02:00
Nex
24d7187303 Fixed variable name 2021-08-15 20:02:17 +02:00
Nex
6af6c52f60 Renamed function for consistency 2021-08-15 20:01:33 +02:00
Nex
fdaf2fc760 Fixed WebkitSessionResourceLog module, still needs testing 2021-08-15 20:00:29 +02:00
Nex
fda621672d Renamed webkit helper function 2021-08-15 19:50:55 +02:00
Nex
ce6cc771b4 Replaced leftover dicts 2021-08-15 19:20:41 +02:00
Nex
e1e4476bee Standardizing Manifest results structure 2021-08-15 19:07:45 +02:00
Nex
9582778adf Getting rid of dict() 2021-08-15 19:05:15 +02:00
Nex
5e6e4fa8d0 Added modules to extract details on configuration profiles from backup 2021-08-15 18:53:02 +02:00
Nex
9e5a412fe2 Creating helper function to locate files in Manifest.db 2021-08-15 17:39:14 +02:00
Nex
763cb6e06c DeviceInfo module is now BackupInfo and only running on backups 2021-08-15 13:16:00 +02:00
Nex
cbdbf41e1e Restructured modules folders 2021-08-15 13:14:18 +02:00
Nex
cf630f7c2b Fixed unused imports 2021-08-14 18:56:33 +02:00
Nex
3d6e01179a Fixed typo 2021-08-14 18:52:00 +02:00
Nex
8260bda308 Got rid of biplist, using standard plistlib 2021-08-14 18:50:11 +02:00
Nex
30e00e0707 Added module to extract information on device 2021-08-14 18:39:46 +02:00
Nex
88e2576334 Copying plist files too when decrypting a backup 2021-08-14 18:25:41 +02:00
Nex
076930c2c9 Added newline 2021-08-14 18:06:30 +02:00
Nex
8a91e64bb9 Catching gracefully if indicators file parse fails 2021-08-12 20:17:37 +02:00
Nex
bdbfe02315 Bumped version 2021-08-12 18:44:14 +02:00
Nex
54eaf046b0 Standardizing base classes declarations 2021-08-12 18:36:31 +02:00
Nex
23e4babbc9 Sorted imports 2021-08-12 18:34:33 +02:00
Nex
78b9fcd50c Added super init to NetBase 2021-08-12 18:34:23 +02:00
Nex
4eb7a64614 Removed serial in declaration 2021-08-12 18:33:58 +02:00
Nex
e512e0b72f Fixed download_apks init 2021-08-12 18:25:57 +02:00
Nex
7884c28253 Merge branch 'j0k2r-main' 2021-08-12 18:21:36 +02:00
Nex
8ca7030195 Refactored serial specification for ADB 2021-08-12 18:21:21 +02:00
Nex
f78c671885 Merge branch 'main' of https://github.com/j0k2r/mvt into j0k2r-main 2021-08-12 18:07:50 +02:00
Nex
411ac53522 Letting module handler catch any exception 2021-08-12 17:57:40 +02:00
Nex
8be60e8a04 Checking all processes 2021-08-12 17:53:19 +02:00
Nex
8a484b3b24 Added a more clear message regarding rooted Androids 2021-08-12 17:47:20 +02:00
Nex
0a7512cfb2 Checking for manipulated entries even when no indicators are provided 2021-08-12 12:57:27 +02:00
Nex
257f3732e3 Merge branch 'DL6ER-main' 2021-08-12 12:56:17 +02:00
Nex
8d93ab66c9 Improved logging around detection results 2021-08-12 12:56:12 +02:00
Nex
6e19d34700 Merge branch 'main' of https://github.com/DL6ER/mvt into DL6ER-main 2021-08-12 12:49:36 +02:00
Nex
271cdede0f Merge branch 'dkg-error-cleanup' 2021-08-12 12:48:47 +02:00
Nex
88324c7c42 Standardized to logging format 2021-08-12 12:48:29 +02:00
Daniel Kahn Gillmor
ec93c3d8b8 Even friendlier behaviors when the user mis-specifies the backup path
As discussed in #147
2021-08-10 23:19:45 -04:00
Daniel Kahn Gillmor
1288f8ca53 handle error cases better 2021-08-10 22:57:15 -04:00
DL6ER
290776a286 Log if there was no detection made by the module
Signed-off-by: DL6ER <dl6er@dl6er.de>
2021-08-10 12:13:23 +02:00
Nex
44b677fdb2 Updated README 2021-08-09 16:14:48 +02:00
Nex
3ae822d3ac Updated README 2021-08-09 16:14:08 +02:00
Nex
7940fb2879 Updated README 2021-08-09 16:12:23 +02:00
Nex
af7bc3ca31 Updated README 2021-08-09 16:12:10 +02:00
Nex
d606f9570f Updated README 2021-08-09 16:10:42 +02:00
Hamza Z
15c0d71933 Fix merge conflicts 2021-08-08 20:05:50 +02:00
Nex
24c89183a3 Bumped version 2021-08-06 18:44:16 +02:00
Nex
e5f7727c80 Fixed typo (closes: #157) 2021-08-06 18:40:09 +02:00
Hamza Z
2389d5e52d Add Android TCP connection support 2021-07-21 13:35:46 +02:00
Hamza Z
ccf0f3f18e Add Android device serial specification 2021-07-21 13:17:58 +02:00
75 changed files with 1373 additions and 1048 deletions

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@@ -2,48 +2,56 @@ FROM ubuntu:20.04
# Ref. https://github.com/mvt-project/mvt
LABEL url="https://mvt.re"
LABEL vcs-url="https://github.com/mvt-project/mvt"
LABEL description="MVT is a forensic tool to look for signs of infection in smartphone devices."
ENV PIP_NO_CACHE_DIR=1
# Fixing major OS dependencies
# ----------------------------
RUN apt update \
&& apt install -y python3 python3-pip libusb-1.0-0-dev \
&& apt install -y wget \
&& apt install -y adb \
&& DEBIAN_FRONTEND=noninteractive apt-get -y install default-jre-headless
&& apt install -y wget unzip\
&& DEBIAN_FRONTEND=noninteractive apt-get -y install default-jre-headless \
# Install build tools for libimobiledevice
# ----------------------------------------
RUN apt install -y build-essential \
checkinstall \
git \
autoconf \
automake \
libtool-bin \
libplist-dev \
libusbmuxd-dev \
libssl-dev \
sqlite3 \
pkg-config
build-essential \
checkinstall \
git \
autoconf \
automake \
libtool-bin \
libplist-dev \
libusbmuxd-dev \
libssl-dev \
sqlite3 \
pkg-config \
# Clean up
# --------
RUN apt-get clean \
&& rm -rf /var/lib/apt/lists/*
&& apt-get clean \
&& rm -rf /var/lib/apt/lists/* /var/cache/apt
# Build libimobiledevice
# ----------------------
RUN git clone https://github.com/libimobiledevice/libplist
RUN git clone https://github.com/libimobiledevice/libusbmuxd
RUN git clone https://github.com/libimobiledevice/libimobiledevice
RUN git clone https://github.com/libimobiledevice/usbmuxd
RUN git clone https://github.com/libimobiledevice/libplist \
&& git clone https://github.com/libimobiledevice/libusbmuxd \
&& git clone https://github.com/libimobiledevice/libimobiledevice \
&& git clone https://github.com/libimobiledevice/usbmuxd \
RUN cd libplist && ./autogen.sh && make && make install && ldconfig
&& cd libplist && ./autogen.sh && make && make install && ldconfig \
RUN cd libusbmuxd && PKG_CONFIG_PATH=/usr/local/lib/pkgconfig ./autogen.sh && make && make install && ldconfig
&& cd ../libusbmuxd && PKG_CONFIG_PATH=/usr/local/lib/pkgconfig ./autogen.sh && make && make install && ldconfig \
RUN cd libimobiledevice && PKG_CONFIG_PATH=/usr/local/lib/pkgconfig ./autogen.sh --enable-debug && make && make install && ldconfig
&& cd ../libimobiledevice && PKG_CONFIG_PATH=/usr/local/lib/pkgconfig ./autogen.sh --enable-debug && make && make install && ldconfig \
RUN cd usbmuxd && PKG_CONFIG_PATH=/usr/local/lib/pkgconfig ./autogen.sh --prefix=/usr --sysconfdir=/etc --localstatedir=/var --runstatedir=/run && make && make install
&& cd ../usbmuxd && PKG_CONFIG_PATH=/usr/local/lib/pkgconfig ./autogen.sh --prefix=/usr --sysconfdir=/etc --localstatedir=/var --runstatedir=/run && make && make install \
# Clean up.
&& cd .. && rm -rf libplist libusbmuxd libimobiledevice usbmuxd
# Installing MVT
# --------------
@@ -51,16 +59,29 @@ RUN pip3 install mvt
# Installing ABE
# --------------
RUN mkdir /opt/abe
RUN wget https://github.com/nelenkov/android-backup-extractor/releases/download/20210709062403-4c55371/abe.jar -O /opt/abe/abe.jar
RUN mkdir /opt/abe \
&& wget https://github.com/nelenkov/android-backup-extractor/releases/download/20210709062403-4c55371/abe.jar -O /opt/abe/abe.jar \
# Create alias for abe
RUN echo 'alias abe="java -jar /opt/abe/abe.jar"' >> ~/.bashrc
&& echo 'alias abe="java -jar /opt/abe/abe.jar"' >> ~/.bashrc
# Install Android Platform Tools
# ------------------------------
RUN mkdir /opt/android \
&& wget -q https://dl.google.com/android/repository/platform-tools-latest-linux.zip \
&& unzip platform-tools-latest-linux.zip -d /opt/android \
# Create alias for adb
&& echo 'alias adb="/opt/android/platform-tools/adb"' >> ~/.bashrc
# Generate adb key folder
# ------------------------------
RUN mkdir /root/.android && /opt/android/platform-tools/adb keygen /root/.android/adbkey
# Setup investigations environment
# --------------------------------
RUN mkdir /home/cases
WORKDIR /home/cases
RUN echo 'echo "Mobile Verification Toolkit @ Docker\n------------------------------------\n\nYou can find information about how to use this image for Android (https://github.com/mvt-project/mvt/tree/master/docs/android) and iOS (https://github.com/mvt-project/mvt/tree/master/docs/ios) in the official docs of the project.\n"' >> ~/.bashrc
RUN echo 'echo "Note that to perform the debug via USB you might need to give the Docker image access to the USB using \"docker run -it --privileged -v /dev/bus/usb:/dev/bus/usb mvt\" or, preferably, the \"--device=\" parameter.\n"' >> ~/.bashrc
RUN echo 'echo "Mobile Verification Toolkit @ Docker\n------------------------------------\n\nYou can find information about how to use this image for Android (https://github.com/mvt-project/mvt/tree/master/docs/android) and iOS (https://github.com/mvt-project/mvt/tree/master/docs/ios) in the official docs of the project.\n"' >> ~/.bashrc \
&& echo 'echo "Note that to perform the debug via USB you might need to give the Docker image access to the USB using \"docker run -it --privileged -v /dev/bus/usb:/dev/bus/usb mvt\" or, preferably, the \"--device=\" parameter.\n"' >> ~/.bashrc
CMD /bin/bash

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@@ -1,5 +1,5 @@
<p align="center">
<img src="./docs/mvt.png" width="300" />
<img src="./docs/mvt.png" width="200" />
</p>
# Mobile Verification Toolkit
@@ -15,38 +15,20 @@ It has been developed and released by the [Amnesty International Security Lab](h
## Installation
MVT can be installed from sources or conveniently using:
MVT can be installed from sources or from [PyPi](https://pypi.org/project/mvt/) (you will need some dependencies, check the [documentation](https://docs.mvt.re/en/latest/install.html)):
```
pip3 install mvt
```
You will need some dependencies, so please check the [documentation](https://docs.mvt.re/en/latest/install.html).
Alternatively, you can decide to run MVT and all relevant tools through a [Docker container](https://docs.mvt.re/en/latest/docker.html).
**Please note:** [MVT does not currently support running natively on Windows.](https://docs.mvt.re/en/latest/install.html#mvt-on-windows)
**Please note:** MVT is best run on Linux or Mac systems. [It does not currently support running natively on Windows.](https://docs.mvt.re/en/latest/install.html#mvt-on-windows)
## Usage
MVT provides two commands `mvt-ios` and `mvt-android` with the following subcommands available:
* `mvt-ios`:
* `check-backup`: Extract artifacts from an iTunes backup
* `check-fs`: Extract artifacts from a full filesystem dump
* `check-iocs`: Compare stored JSON results to provided indicators
* `decrypt-backup`: Decrypt an encrypted iTunes backup
* `extract-key`: Extract decryption key from an iTunes backup
* `mvt-android`:
* `check-backup`: Check an Android Backup
* `download-apks`: Download all or non-safelisted installed APKs
Check out [the documentation to see how to use them](https://docs.mvt.re/).
MVT provides two commands `mvt-ios` and `mvt-android`. [Check out the documentation to learn how to use them!](https://docs.mvt.re/)
## License
The purpose of MVT is to facilitate the ***consensual forensic analysis*** of devices of those who might be targets of sophisticated mobile spyware attacks, especially members of civil society and marginalized communities. We do not want MVT to enable privacy violations of non-consenting individuals. Therefore, the goal of this license is to prohibit the use of MVT (and any other software licensed the same) for the purpose of *adversarial forensics*.
In order to achieve this, MVT is released under an adaptation of [Mozilla Public License v2.0](https://www.mozilla.org/MPL). This modified license includes a new clause 3.0, "Consensual Use Restriction" which permits the use of the licensed software (and any *"Larger Work"* derived from it) exclusively with the explicit consent of the person/s whose data is being extracted and/or analysed (*"Data Owner"*).
[Read the LICENSE](https://github.com/mvt-project/mvt/blob/main/LICENSE)
The purpose of MVT is to facilitate the ***consensual forensic analysis*** of devices of those who might be targets of sophisticated mobile spyware attacks, especially members of civil society and marginalized communities. We do not want MVT to enable privacy violations of non-consenting individuals. In order to achieve this, MVT is released under its own license. [Read more here.](https://docs.mvt.re/en/latest/license.html)

42
docs/android/adb.md Normal file
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@@ -0,0 +1,42 @@
# Check over ADB
In order to check an Android device over the [Android Debug Bridge (adb)](https://developer.android.com/studio/command-line/adb) you will first need to install [Android SDK Platform Tools](https://developer.android.com/studio/releases/platform-tools). If you have installed [Android Studio](https://developer.android.com/studio/) you should already have access to `adb` and other utilities.
While many Linux distributions already package Android Platform Tools (for example `android-platform-tools-base` on Debian), it is preferable to install the most recent version from the official website. Packaged versions might be outdated and incompatible with most recent Android handsets.
Next you will need to enable debugging on the Android device you are testing. [Please follow the official instructions on how to do so.](https://developer.android.com/studio/command-line/adb)
## Connecting over USB
The easiest way to check the device is over a USB transport. You will need to have USB debugging enabled and the device plugged into your computer. If everything is configured appropriately you should see your device when launching the command `adb devices`.
Now you can try launching MVT with:
```bash
mvt-android check-adb --output /path/to/results
```
If you have previously started an adb daemon MVT will alert you and require you to kill it with `adb kill-server` and relaunch the command.
!!! warning
MVT relies on the Python library [adb-shell](https://pypi.org/project/adb-shell/) to connect to an Android device, which relies on libusb for the USB transport. Because of known driver issues, Windows users [are recommended](https://github.com/JeffLIrion/adb_shell/issues/118) to install appropriate drivers using [Zadig](https://zadig.akeo.ie/). Alternatively, an easier option might be to use the TCP transport and connect over Wi-Fi as describe next.
## Connecting over Wi-FI
When connecting to the device over USB is not possible or not working properly, an alternative option is to connect over the network. In order to do so, first launch an adb daemon at a fixed port number:
```bash
adb tcpip 5555
```
Then you can specify the IP address of the phone with the adb port number to MVT like so:
```bash
mvt-android check-adb --serial 192.168.1.20:5555 --output /path/to/results
```
Where `192.168.1.20` is the correct IP address of your device.
## MVT modules requiring root privileges
Of the currently available `mvt-android check-adb` modules a handful require root privileges to function correctly. This is because certain files, such as browser history and SMS messages databases are not accessible with user privileges through adb. These modules are to be considered OPTIONALLY available in case the device was already jailbroken. **Do NOT jailbreak your own device unless you are sure of what you are doing!** Jailbreaking your phone exposes it to considerable security risks!

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@@ -1,38 +1,47 @@
# Checking SMSs from Android backup
# Check an Android Backup (SMS messages)
Some attacks against Android phones are done by sending malicious links by SMS. The Android backup feature does not allow to gather much information that can be interesting for a forensic analysis, but it can be used to extract SMSs and check them with MVT.
Android supports generating a backup archive of all the installed applications which supports it. However, over the years this functionality has been increasingly abandoned in favor of enabling users to remotely backup their personal data over the cloud. App developers can therefore decide to opt out from allowing the apps' data from being exported locally.
To do so, you need to connect your Android device to your computer. You will then need to [enable USB debugging](https://developer.android.com/studio/debug/dev-options#enable>) on the Android device.
At the time of writing, the Android Debug Bridge (adb) command to generate backups is still available but marked as deprecated.
If this is the first time you connect to this device, you will need to approve the authentication keys through a prompt that will appear on your Android device.
That said, most versions of Android should still allow to locally backup SMS messages, and since messages are still a prime vehicle for phishing and malware attacks, you might still want to take advantage of this functionality while it is supported.
Then you can use adb to extract the backup for SMS only with the following command:
## Generate a backup
Because `mvt-android check-backup` currently only supports checking SMS messages, you can indicate to backup only those:
```bash
adb backup com.android.providers.telephony
```
You will need to approve the backup on the phone and potentially enter a password to encrypt the backup. The backup will then be stored in a file named `backup.ab`.
In case you nonetheless wish to take a full backup, you can do so with
You will need to use [Android Backup Extractor](https://github.com/nelenkov/android-backup-extractor) to convert it to a readable file format. Make sure that java is installed on your system and use the following command:
```bash
java -jar ~/Download/abe.jar unpack backup.ab backup.tar
adb backup -all
```
## Unpack the backup
In order to reliable unpack th [Android Backup Extractor (ABE)](https://github.com/nelenkov/android-backup-extractor) to convert it to a readable file format. Make sure that java is installed on your system and use the following command:
```bash
java -jar ~/path/to/abe.jar unpack backup.ab backup.tar
tar xvf backup.tar
```
(If the backup is encrypted, the password will be asked by Android Backup Extractor).
If the backup is encrypted, ABE will prompt you to enter the password.
## Check the backup
You can then extract SMSs containing links with MVT:
```bash
$ mvt-android check-backup --output . .
$ mvt-android check-backup --output /path/to/results/ /path/to/backup/
16:18:38 INFO [mvt.android.cli] Checking ADB backup located at: .
INFO [mvt.android.modules.backup.sms] Running module SMS...
INFO [mvt.android.modules.backup.sms] Processing SMS backup
file at ./apps/com.android.providers.telephony/d_f/000
000_sms_backup
INFO [mvt.android.modules.backup.sms] Processing SMS backup file at /path/to/backup/apps/com.android.providers.telephony/d_f/000000_sms_backup
16:18:39 INFO [mvt.android.modules.backup.sms] Extracted a total of
64 SMS messages containing links
```
Through the `--iocs` argument you can specify a [STIX2](https://oasis-open.github.io/cti-documentation/stix/intro) file defining a list of malicious indicators to check against the records extracted from the backup by mvt. Any matches will be highlighted in the terminal output.
Through the `--iocs` argument you can specify a [STIX2](https://oasis-open.github.io/cti-documentation/stix/intro) file defining a list of malicious indicators to check against the records extracted from the backup by MVT. Any matches will be highlighted in the terminal output.

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@@ -1,15 +1,18 @@
# Downloading APKs from an Android phone
In order to use `mvt-android` you need to connect your Android device to your computer. You will then need to [enable USB debugging](https://developer.android.com/studio/debug/dev-options#enable>) on the Android device.
MVT allows to attempt to download all available installed packages (APKs) in order to further inspect them and potentially identify any which might be malicious in nature.
If this is the first time you connect to this device, you will need to approve the authentication keys through a prompt that will appear on your Android device.
Now you can launch `mvt-android` and specify the `download-apks` command and the path to the folder where you want to store the extracted data:
You can do so by launching the following command:
```bash
mvt-android download-apks --output /path/to/folder
```
It might take several minutes to complete.
!!! info
MVT will likely warn you it was unable to download certain installed packages. There is no reason to be alarmed: this is typically expected behavior when MVT attempts to download a system package it has no privileges to access.
Optionally, you can decide to enable lookups of the SHA256 hash of all the extracted APKs on [VirusTotal](https://www.virustotal.com) and/or [Koodous](https://koodous.com). While these lookups do not provide any conclusive assessment on all of the extracted APKs, they might highlight any known malicious ones:
```bash
@@ -17,8 +20,15 @@ mvt-android download-apks --output /path/to/folder --virustotal
mvt-android download-apks --output /path/to/folder --koodous
```
Or, to launch all available lookups::
Or, to launch all available lookups:
```bash
mvt-android download-apks --output /path/to/folder --all-checks
```
In case you have a previous extraction of APKs you want to later check against VirusTotal and Koodous, you can do so with the following arguments:
```bash
mvt-android download-apks --from-file /path/to/folder/apks.json --all-checks
```

View File

@@ -1,3 +1,21 @@
# Methodology for Android forensic
TODO
Unfortunately Android devices provide much less observability than their iOS cousins. Android stores very little diagnostic information useful to triage potential compromises, and because of this `mvt-android` capabilities are limited as well.
However, not all is lost.
## Check installed Apps
Because malware attacks over Android typically take the form of malicious or backdoored apps, the very first thing you might want to do is to extract and verify all installed Android packages and triage quickly if there are any which stand out as malicious or which might be atypical.
While it is out of the scope of this documentation to dwell into details on how to analyze Android apps, MVT does allow to easily and automatically extract information about installed apps, download copies of them, and quickly lookup services such as [VirusTotal](https://www.virustotal.com) or [Koodous](https://www.koodous.com) which might quickly indicate known bad apps.
## Check the device over Android Debug Bridge
Some additional diagnostic information can be extracted from the phone using the [Android Debug Bridge (adb)](https://developer.android.com/studio/command-line/adb). `mvt-android` allows to automatically extract information including [dumpsys](https://developer.android.com/studio/command-line/dumpsys) results, details on installed packages (without download), running processes, presence of root binaries and packages, and more.
## Check an Android Backup (SMS messages)
Although Android backups are becoming deprecated, it is still possible to generate one. Unfortunately, because apps these days typically favor backup over the cloud, the amount of data available is limited. Currently, `mvt-android check-backup` only supports checking SMS messages containing links.

View File

@@ -10,4 +10,4 @@ In this documentation you will find instructions on how to install and run the `
## Resources
[:fontawesome-brands-python: Python Package](https://pypi.org/project/mvt){: .md-button .md-button--primary } [:fontawesome-brands-github: GitHub](https://github.com/mvt-project/mvt){: .md-button }
[:fontawesome-brands-github: GitHub](https://github.com/mvt-project/mvt){: .md-button .md-button--primary } [:fontawesome-brands-python: Python Package](https://pypi.org/project/mvt){: .md-button }

View File

@@ -1,6 +1,6 @@
# Installation
Before proceeding, please note that mvt requires Python 3.6+ to run. While it should be available on most operating systems, please make sure of that before proceeding.
Before proceeding, please note that MVT requires Python 3.6+ to run. While it should be available on most operating systems, please make sure of that before proceeding.
## Dependencies on Linux
@@ -14,9 +14,9 @@ sudo apt install python3 python3-pip libusb-1.0-0 sqlite3
When working with Android devices you should additionally install [Android SDK Platform Tools](https://developer.android.com/studio/releases/platform-tools). If you prefer to install a package made available by your distribution of choice, please make sure the version is recent to ensure compatibility with modern Android devices.
## Dependencies on Mac
## Dependencies on macOS
Running MVT on Mac requires Xcode and [homebrew](https://brew.sh) to be installed.
Running MVT on macOS requires Xcode and [homebrew](https://brew.sh) to be installed.
In order to install dependencies use:
@@ -26,7 +26,7 @@ brew install python3 libusb sqlite3
*libusb* is not required if you intend to only use `mvt-ios` and not `mvt-android`.
When working with Android devices you should additionally install Android SDK Platform Tools:
When working with Android devices you should additionally install [Android SDK Platform Tools](https://developer.android.com/studio/releases/platform-tools):
```bash
brew install --cask android-platform-tools

View File

@@ -10,6 +10,8 @@ Mobile Verification Toolkit (MVT) is a collection of utilities designed to facil
- Generate JSON logs of extracted records, and separate JSON logs of all detected malicious traces.
- Generate a unified chronological timeline of extracted records, along with a timeline all detected malicious traces.
MVT is a forensic research tool intended for technologists and investigators. Using it requires understanding the basics of forensic analysis and using command-line tools. MVT is not intended for end-user self-assessment. If you are concerned with the security of your device please seek expert assistance.
## Consensual Forensics
While MVT is capable of extracting and processing various types of very personal records typically found on a mobile phone (such as calls history, SMS and WhatsApp messages, etc.), this is intended to help identify potential attack vectors such as malicious SMS messages leading to exploitation.

View File

@@ -22,7 +22,11 @@ After extracting forensics data from a device, you are also able to compare it w
mvt-ios check-iocs --iocs ~/iocs/malware.stix2 /path/to/iphone/output/
```
If you're looking for indicators of compromise for a specific piece of malware or adversary, please ask investigators or anti-malware researchers who have the relevant expertise for a STIX file.
The `--iocs` option can be invoked multiple times to let MVT import multiple STIX2 files at once. For example:
```bash
mvt-ios check-backup --iocs ~/iocs/malware1.stix --iocs ~/iocs/malware2.stix2 /path/to/backup
```
## Known repositories of STIX2 IOCs

View File

@@ -1,16 +1,16 @@
# Backup with iTunes app
It is possible to do an iPhone backup by using iTunes on Windows or Mac computers (in most recent versions of Mac OS, this feature is included in Finder).
It is possible to do an iPhone backup by using iTunes on Windows or macOS computers (in most recent versions of macOS, this feature is included in Finder).
To do that:
* Make sure iTunes is installed.
* Connect your iPhone to your computer using a Lightning/USB cable.
* Open the device in iTunes (or Finder on Mac OS).
* Open the device in iTunes (or Finder on macOS).
* If you want to have a more accurate detection, ensure that the encrypted backup option is activated and choose a secure password for the backup.
* Start the backup and wait for it to finish (this may take up to 30 minutes).
![](../../../img/macos-backup.jpg)
_Source: [Apple Support](https://support.apple.com/en-us/HT211229)_
* Once the backup is done, find its location and copy it to a place where it can be analyzed by `mvt`. On Windows, the backup can be stored either in `%USERPROFILE%\Apple\MobileSync\` or `%USERPROFILE%\AppData\Roaming\Apple Computer\MobileSync\`. On Mac OS, the backup is stored in `~/Library/Application Support/MobileSync/`.
* Once the backup is done, find its location and copy it to a place where it can be analyzed by MVT. On Windows, the backup can be stored either in `%USERPROFILE%\Apple\MobileSync\` or `%USERPROFILE%\AppData\Roaming\Apple Computer\MobileSync\`. On macOS, the backup is stored in `~/Library/Application Support/MobileSync/`.

View File

@@ -12,4 +12,4 @@ If you are not expected to return the phone, you might want to consider to attem
#### iTunes Backup
An alternative option is to generate an iTunes backup (in most recent version of mac OS, they are no longer launched from iTunes, but directly from Finder). While backups only provide a subset of the files stored on the device, in many cases it might be sufficient to at least detect some suspicious artifacts. Backups encrypted with a password will have some additional interesting records not available in unencrypted ones, such as Safari history, Safari state, etc.
An alternative option is to generate an iTunes backup (in most recent version of macOS, they are no longer launched from iTunes, but directly from Finder). While backups only provide a subset of the files stored on the device, in many cases it might be sufficient to at least detect some suspicious artifacts. Backups encrypted with a password will have some additional interesting records not available in unencrypted ones, such as Safari history, Safari state, etc.

View File

@@ -4,6 +4,16 @@ In this page you can find a (reasonably) up-to-date breakdown of the files creat
## Records extracted by `check-fs` or `check-backup`
### `backup_info.json`
!!! info "Availabiliy"
Backup: :material-check:
Full filesystem dump: :material-close:
This JSON file is created by mvt-ios' `BackupInfo` module. The module extracts some details about the backup and the device, such as name, phone number, IMEI, product type and version.
---
### `cache_files.json`
!!! info "Availability"
@@ -19,7 +29,7 @@ If indicators are provided through the command-line, they are checked against th
### `calls.json`
!!! info "Availability"
Backup: :material-check:
Backup (if encrypted): :material-check:
Full filesystem dump: :material-check:
This JSON file is created by mvt-ios' `Calls` module. The module extracts records from a SQLite database located at */private/var/mobile/Library/CallHistoryDB/CallHistory.storedata*, which contains records of incoming and outgoing calls, including from messaging apps such as WhatsApp or Skype.
@@ -50,6 +60,16 @@ If indicators a provided through the command-line, they are checked against the
---
### `configuration_profiles.json`
!!! info "Availability"
Backup: :material-check:
Full filesystem dump: :material-close:
This JSON file is created by mvt-ios' `ConfigurationProfiles` module. The module extracts details about iOS configuration profiles that have been installed on the device. These should include both default iOS as well as third-party profiles.
---
### `contacts.json`
!!! info "Availability"
@@ -87,17 +107,19 @@ If indicators a provided through the command-line, they are checked against the
### `id_status_cache.json`
!!! info "Availability"
Backup: :material-check:
Backup (before iOS 14.7): :material-check:
Full filesystem dump: :material-check:
This JSON file is created by mvt-ios' `IDStatusCache` module. The module extracts records from a plist file located at */private/var/mobile/Library/Preferences/com.apple.identityservices.idstatuscache.plist*, which contains a cache of Apple user ID authentication. This chance will indicate when apps like Facetime and iMessage first established contacts with other registered Apple IDs. This is significant because it might contain traces of malicious accounts involved in exploitation of those apps.
Starting from iOS 14.7.0, this file is empty or absent.
---
### `interaction_c.json`
!!! info "Availability"
Backup: :material-check:
Backup (if encrypted): :material-check:
Full filesystem dump: :material-check:
This JSON file is created by mvt-ios' `InteractionC` module. The module extracts records from a SQLite database located at */private/var/mobile/Library/CoreDuet/People/interactionC.db*, which contains details about user interactions with installed apps.
@@ -150,10 +172,20 @@ If indicators are provided through the command-line, they are checked against th
---
### `safari_browser_state.json`
### `profile_events.json`
!!! info "Availability"
Backup: :material-check:
Full filesystem dump: :material-close:
This JSON file is created by mvt-ios' `ProfileEvents` module. The module extracts a timeline of configuration profile operations. For example, it should indicate when a new profile was installed from the Settings app, or when one was removed.
---
### `safari_browser_state.json`
!!! info "Availability"
Backup (if encrypted): :material-check:
Full filesystem dump: :material-check:
This JSON file is created by mvt-ios' `SafariBrowserState` module. The module extracts records from the SQLite databases located at */private/var/mobile/Library/Safari/BrowserState.db* or */private/var/mobile/Containers/Data/Application/\*/Library/Safari/BrowserState.db*, which contain records of opened tabs.
@@ -177,7 +209,7 @@ If indicators are provided through the command-line, they are checked against bo
### `safari_history.json`
!!! info "Availability"
Backup: :material-check:
Backup (if encrypted): :material-check:
Full filesystem dump: :material-check:
This JSON file is created by mvt-ios' `SafariHistory` module. The module extracts records from the SQLite databases located at */private/var/mobile/Library/Safari/History.db* or */private/var/mobile/Containers/Data/Application/\*/Library/Safari/History.db*, which contain a history of URL visits.
@@ -242,6 +274,18 @@ If indicators are provided through the command-line, they are checked against th
---
### `webkit_resource_load_statistics.json`
!!! info "Availability"
Backup: :material-check:
Full filesystem dump: :material-check:
This JSON file is created by mvt-ios `WebkitResourceLoadStatistics` module. The module extracts records from available WebKit ResourceLoadStatistics *observations.db* SQLite3 databases. These records should indicate domain names contacted by apps, including a timestamp.
If indicators are provided through the command-line, they are checked against the extracted domain names. Any matches are stored in *webkit_resource_load_statistics_detected.json*.
---
### `webkit_safari_view_service.json`
!!! info "Availability"

View File

@@ -42,7 +42,8 @@ nav:
- Records extracted by mvt-ios: "ios/records.md"
- MVT for Android:
- Android Forensic Methodology: "android/methodology.md"
- Check APKs: "android/download_apks.md"
- Check an Android Backup: "android/backup.md"
- Check over ADB: "android/adb.md"
- Check an Android Backup (SMS messages): "android/backup.md"
- Download APKs: "android/download_apks.md"
- Indicators of Compromise: "iocs.md"
- License: "license.md"

View File

@@ -3,15 +3,15 @@
# Use of this software is governed by the MVT License 1.1 that can be found at
# https://license.mvt.re/1.1/
import argparse
import logging
import os
import sys
import click
from rich.logging import RichHandler
from mvt.common.indicators import Indicators
from mvt.common.help import *
from mvt.common.indicators import Indicators, IndicatorsFileBadFormat
from mvt.common.logo import logo
from mvt.common.module import run_module, save_timeline
from .download_apks import DownloadAPKs
@@ -26,24 +26,21 @@ logging.basicConfig(level="INFO", format=LOG_FORMAT, handlers=[
RichHandler(show_path=False, log_time_format="%X")])
log = logging.getLogger(__name__)
# Help messages of repeating options.
OUTPUT_HELP_MESSAGE = "Specify a path to a folder where you want to store JSON results"
#==============================================================================
# Main
#==============================================================================
@click.group(invoke_without_command=False)
def cli():
return
logo()
#==============================================================================
# Download APKs
#==============================================================================
@cli.command("download-apks", help="Download all or non-safelisted installed APKs installed on the device")
@click.option("--serial", "-s", type=str, help=HELP_MSG_SERIAL)
@click.option("--all-apks", "-a", is_flag=True,
help="Extract all packages installed on the phone, even those marked as safe")
help="Extract all packages installed on the phone, including system packages")
@click.option("--virustotal", "-v", is_flag=True, help="Check packages on VirusTotal")
@click.option("--koodous", "-k", is_flag=True, help="Check packages on Koodous")
@click.option("--all-checks", "-A", is_flag=True, help="Run all available checks")
@@ -51,19 +48,28 @@ def cli():
help="Specify a path to a folder where you want to store the APKs")
@click.option("--from-file", "-f", type=click.Path(exists=True),
help="Instead of acquiring from phone, load an existing packages.json file for lookups (mainly for debug purposes)")
def download_apks(all_apks, virustotal, koodous, all_checks, output, from_file):
@click.pass_context
def download_apks(ctx, all_apks, virustotal, koodous, all_checks, output, from_file, serial):
try:
if from_file:
download = DownloadAPKs.from_json(from_file)
else:
if output and not os.path.exists(output):
# TODO: Do we actually want to be able to run without storing any file?
if not output:
log.critical("You need to specify an output folder with --output!")
ctx.exit(1)
if not os.path.exists(output):
try:
os.makedirs(output)
except Exception as e:
log.critical("Unable to create output folder %s: %s", output, e)
sys.exit(-1)
ctx.exit(1)
download = DownloadAPKs(output_folder=output, all_apks=all_apks)
download = DownloadAPKs(output_folder=output, all_apks=all_apks,
log=logging.getLogger(DownloadAPKs.__module__))
if serial:
download.serial = serial
download.run()
packages = download.packages
@@ -78,19 +84,22 @@ def download_apks(all_apks, virustotal, koodous, all_checks, output, from_file):
koodous_lookup(packages)
except KeyboardInterrupt:
print("")
sys.exit(-1)
ctx.exit(1)
#==============================================================================
# Checks through ADB
#==============================================================================
@cli.command("check-adb", help="Check an Android device over adb")
@click.option("--iocs", "-i", type=click.Path(exists=True), help="Path to indicators file")
@click.option("--serial", "-s", type=str, help=HELP_MSG_SERIAL)
@click.option("--iocs", "-i", type=click.Path(exists=True), multiple=True,
default=[], help=HELP_MSG_IOC)
@click.option("--output", "-o", type=click.Path(exists=False),
help="Specify a path to a folder where you want to store JSON results")
@click.option("--list-modules", "-l", is_flag=True, help="Print list of available modules and exit")
@click.option("--module", "-m", help="Name of a single module you would like to run instead of all")
def check_adb(iocs, output, list_modules, module):
help=HELP_MSG_OUTPUT)
@click.option("--list-modules", "-l", is_flag=True, help=HELP_MSG_LIST_MODULES)
@click.option("--module", "-m", help=HELP_MSG_MODULE)
@click.pass_context
def check_adb(ctx, iocs, output, list_modules, module, serial):
if list_modules:
log.info("Following is the list of available check-adb modules:")
for adb_module in ADB_MODULES:
@@ -105,12 +114,16 @@ def check_adb(iocs, output, list_modules, module):
os.makedirs(output)
except Exception as e:
log.critical("Unable to create output folder %s: %s", output, e)
sys.exit(-1)
ctx.exit(1)
if iocs:
# Pre-load indicators for performance reasons.
log.info("Loading indicators from provided file at %s", iocs)
indicators = Indicators(iocs)
indicators = Indicators(log=log)
for ioc_path in iocs:
try:
indicators.parse_stix2(ioc_path)
except IndicatorsFileBadFormat as e:
log.critical(e)
ctx.exit(1)
log.info("Loaded a total of %d indicators", indicators.ioc_count)
timeline = []
timeline_detected = []
@@ -119,6 +132,8 @@ def check_adb(iocs, output, list_modules, module):
continue
m = adb_module(output_folder=output, log=logging.getLogger(adb_module.__module__))
if serial:
m.serial = serial
if iocs:
indicators.log = m.log
@@ -134,14 +149,18 @@ def check_adb(iocs, output, list_modules, module):
if len(timeline_detected) > 0:
save_timeline(timeline_detected, os.path.join(output, "timeline_detected.csv"))
#==============================================================================
# Check ADB backup
#==============================================================================
@cli.command("check-backup", help="Check an Android Backup")
@click.option("--iocs", "-i", type=click.Path(exists=True), help="Path to indicators file")
@click.option("--output", "-o", type=click.Path(exists=False), help=OUTPUT_HELP_MESSAGE)
@click.option("--serial", "-s", type=str, help=HELP_MSG_SERIAL)
@click.option("--iocs", "-i", type=click.Path(exists=True), multiple=True,
default=[], help=HELP_MSG_IOC)
@click.option("--output", "-o", type=click.Path(exists=False), help=HELP_MSG_OUTPUT)
@click.argument("BACKUP_PATH", type=click.Path(exists=True))
def check_backup(iocs, output, backup_path):
@click.pass_context
def check_backup(ctx, iocs, output, backup_path, serial):
log.info("Checking ADB backup located at: %s", backup_path)
if output and not os.path.exists(output):
@@ -149,12 +168,16 @@ def check_backup(iocs, output, backup_path):
os.makedirs(output)
except Exception as e:
log.critical("Unable to create output folder %s: %s", output, e)
sys.exit(-1)
ctx.exit(1)
if iocs:
# Pre-load indicators for performance reasons.
log.info("Loading indicators from provided file at %s", iocs)
indicators = Indicators(iocs)
indicators = Indicators(log=log)
for ioc_path in iocs:
try:
indicators.parse_stix2(ioc_path)
except IndicatorsFileBadFormat as e:
log.critical(e)
ctx.exit(1)
log.info("Loaded a total of %d indicators", indicators.ioc_count)
if os.path.isfile(backup_path):
log.critical("The path you specified is a not a folder!")
@@ -162,12 +185,15 @@ def check_backup(iocs, output, backup_path):
if os.path.basename(backup_path) == "backup.ab":
log.info("You can use ABE (https://github.com/nelenkov/android-backup-extractor) " \
"to extract 'backup.ab' files!")
sys.exit(-1)
ctx.exit(1)
for module in BACKUP_MODULES:
m = module(base_folder=backup_path, output_folder=output,
log=logging.getLogger(module.__module__))
if serial:
m.serial = serial
if iocs:
indicators.log = m.log
m.indicators = indicators

View File

@@ -1,182 +0,0 @@
android
android.auto_generated_rro__
android.autoinstalls.config.google.nexus
com.android.backupconfirm
com.android.bips
com.android.bluetooth
com.android.bluetoothmidiservice
com.android.bookmarkprovider
com.android.calllogbackup
com.android.captiveportallogin
com.android.carrierconfig
com.android.carrierdefaultapp
com.android.cellbroadcastreceiver
com.android.certinstaller
com.android.chrome
com.android.companiondevicemanager
com.android.connectivity.metrics
com.android.cts.ctsshim
com.android.cts.priv.ctsshim
com.android.defcontainer
com.android.documentsui
com.android.dreams.basic
com.android.egg
com.android.emergency
com.android.externalstorage
com.android.facelock
com.android.hotwordenrollment
com.android.hotwordenrollment.okgoogle
com.android.hotwordenrollment.tgoogle
com.android.hotwordenrollment.xgoogle
com.android.htmlviewer
com.android.inputdevices
com.android.keychain
com.android.location.fused
com.android.managedprovisioning
com.android.mms.service
com.android.mtp
com.android.musicfx
com.android.nfc
com.android.omadm.service
com.android.pacprocessor
com.android.phone
com.android.printspooler
com.android.providers.blockednumber
com.android.providers.calendar
com.android.providers.contacts
com.android.providers.downloads
com.android.providers.downloads.ui
com.android.providers.media
com.android.providers.partnerbookmarks
com.android.providers.settings
com.android.providers.telephony
com.android.providers.userdictionary
com.android.proxyhandler
com.android.retaildemo
com.android.safetyregulatoryinfo
com.android.sdm.plugins.connmo
com.android.sdm.plugins.dcmo
com.android.sdm.plugins.diagmon
com.android.sdm.plugins.sprintdm
com.android.server.telecom
com.android.service.ims
com.android.service.ims.presence
com.android.settings
com.android.sharedstoragebackup
com.android.shell
com.android.statementservice
com.android.stk
com.android.systemui
com.android.systemui.theme.dark
com.android.vending
com.android.vpndialogs
com.android.vzwomatrigger
com.android.wallpaperbackup
com.android.wallpaper.livepicker
com.breel.wallpapers
com.customermobile.preload.vzw
com.google.android.apps.cloudprint
com.google.android.apps.docs
com.google.android.apps.docs.editors.docs
com.google.android.apps.enterprise.dmagent
com.google.android.apps.gcs
com.google.android.apps.helprtc
com.google.android.apps.inputmethod.hindi
com.google.android.apps.maps
com.google.android.apps.messaging
com.google.android.apps.nexuslauncher
com.google.android.apps.photos
com.google.android.apps.pixelmigrate
com.google.android.apps.tachyon
com.google.android.apps.turbo
com.google.android.apps.tycho
com.google.android.apps.wallpaper
com.google.android.apps.wallpaper.nexus
com.google.android.apps.work.oobconfig
com.google.android.apps.youtube.vr
com.google.android.asdiv
com.google.android.backuptransport
com.google.android.calculator
com.google.android.calendar
com.google.android.carrier
com.google.android.carrier.authdialog
com.google.android.carrierentitlement
com.google.android.carriersetup
com.google.android.configupdater
com.google.android.contacts
com.google.android.deskclock
com.google.android.dialer
com.google.android.euicc
com.google.android.ext.services
com.google.android.ext.shared
com.google.android.feedback
com.google.android.gm
com.google.android.gms
com.google.android.gms.policy_auth
com.google.android.gms.policy_sidecar_o
com.google.android.gms.setup
com.google.android.GoogleCamera
com.google.android.googlequicksearchbox
com.google.android.gsf
com.google.android.gsf.login
com.google.android.hardwareinfo
com.google.android.hiddenmenu
com.google.android.ims
com.google.android.inputmethod.japanese
com.google.android.inputmethod.korean
com.google.android.inputmethod.latin
com.google.android.inputmethod.pinyin
com.google.android.instantapps.supervisor
com.google.android.keep
com.google.android.marvin.talkback
com.google.android.music
com.google.android.nexusicons
com.google.android.onetimeinitializer
com.google.android.packageinstaller
com.google.android.partnersetup
com.google.android.printservice.recommendation
com.google.android.setupwizard
com.google.android.soundpicker
com.google.android.storagemanager
com.google.android.syncadapters.contacts
com.google.android.tag
com.google.android.talk
com.google.android.tetheringentitlement
com.google.android.theme.pixel
com.google.android.tts
com.google.android.videos
com.google.android.vr.home
com.google.android.vr.inputmethod
com.google.android.webview
com.google.android.wfcactivation
com.google.android.youtube
com.google.ar.core
com.google.intelligence.sense
com.google.modemservice
com.google.pixel.wahoo.gfxdrv
com.google.SSRestartDetector
com.google.tango
com.google.vr.apps.ornament
com.google.vr.vrcore
com.htc.omadm.trigger
com.qti.qualcomm.datastatusnotification
com.qualcomm.atfwd
com.qualcomm.embms
com.qualcomm.fastdormancy
com.qualcomm.ltebc_vzw
com.qualcomm.qcrilmsgtunnel
com.qualcomm.qti.ims
com.qualcomm.qti.networksetting
com.qualcomm.qti.telephonyservice
com.qualcomm.qti.uceShimService
com.qualcomm.shutdownlistner
com.qualcomm.timeservice
com.qualcomm.vzw_api
com.quicinc.cne.CNEService
com.verizon.llkagent
com.verizon.mips.services
com.verizon.obdm
com.verizon.obdm_permissions
com.verizon.services
com.vzw.apnlib
qualcomm.com.vzw_msdc_api

View File

@@ -10,9 +10,11 @@ import os
import pkg_resources
from tqdm import tqdm
from mvt.common.module import InsufficientPrivileges
from mvt.common.utils import get_sha256_from_file_path
from .modules.adb.base import AndroidExtraction
from .modules.adb.packages import Packages
log = logging.getLogger(__name__)
@@ -28,89 +30,33 @@ class PullProgress(tqdm):
self.update(current - self.n)
class Package:
"""Package indicates a package name and all the files associated with it."""
def __init__(self, name, files=None):
self.name = name
self.files = files or []
class DownloadAPKs(AndroidExtraction):
"""DownloadAPKs is the main class operating the download of APKs
from the device."""
def __init__(self, output_folder=None, all_apks=False, packages=None):
def __init__(self, output_folder=None, all_apks=False, log=None,
packages=None):
"""Initialize module.
:param output_folder: Path to the folder where data should be stored
:param all_apks: Boolean indicating whether to download all packages
or filter known-goods
:param packages: Provided list of packages, typically for JSON checks
"""
super().__init__(file_path=None, base_folder=None,
output_folder=output_folder)
super().__init__(output_folder=output_folder, log=log)
self.output_folder_apk = None
self.packages = packages or []
self.packages = packages
self.all_apks = all_apks
self._safe_packages = []
self.output_folder_apk = None
@classmethod
def from_json(cls, json_path):
"""Initialize this class from an existing packages.json file.
:param json_path: Path to the packages.json file to parse.
"""Initialize this class from an existing apks.json file.
:param json_path: Path to the apks.json file to parse.
"""
with open(json_path, "r") as handle:
data = json.load(handle)
packages = []
for entry in data:
package = Package(entry["name"], entry["files"])
packages.append(package)
packages = json.load(handle)
return cls(packages=packages)
def _load_safe_packages(self):
"""Load known-good package names.
"""
safe_packages_path = os.path.join("data", "safe_packages.txt")
safe_packages_string = pkg_resources.resource_string(__name__, safe_packages_path)
safe_packages_list = safe_packages_string.decode("utf-8").split("\n")
self._safe_packages.extend(safe_packages_list)
def _clean_output(self, output):
"""Clean adb shell command output.
:param output: Command output to clean.
"""
return output.strip().replace("package:", "")
def get_packages(self):
"""Retrieve package names from the device using adb.
"""
log.info("Retrieving package names ...")
if not self.all_apks:
self._load_safe_packages()
output = self._adb_command("pm list packages")
total = 0
for line in output.split("\n"):
package_name = self._clean_output(line)
if package_name == "":
continue
total += 1
if not self.all_apks and package_name in self._safe_packages:
continue
if package_name not in self.packages:
self.packages.append(Package(package_name))
log.info("There are %d packages installed on the device. I selected %d for inspection.",
total, len(self.packages))
def pull_package_file(self, package_name, remote_path):
"""Pull files related to specific package from the device.
:param package_name: Name of the package to download
@@ -139,6 +85,11 @@ class DownloadAPKs(AndroidExtraction):
miniters=1) as pp:
self._adb_download(remote_path, local_path,
progress_callback=pp.update_to)
except InsufficientPrivileges:
log.warn("Unable to pull package file from %s: insufficient privileges, it might be a system app",
remote_path)
self._adb_reconnect()
return None
except Exception as e:
log.exception("Failed to pull package file from %s: %s",
remote_path, e)
@@ -147,6 +98,18 @@ class DownloadAPKs(AndroidExtraction):
return local_path
def get_packages(self):
"""Use the Packages adb module to retrieve the list of packages.
We reuse the same extraction logic to then download the APKs.
"""
self.log.info("Retrieving list of installed packages...")
m = Packages()
m.log = self.log
m.run()
self.packages = m.results
def pull_packages(self):
"""Download all files of all selected packages from the device.
"""
@@ -155,26 +118,47 @@ class DownloadAPKs(AndroidExtraction):
if not os.path.exists(self.output_folder):
os.mkdir(self.output_folder)
# If the user provided the flag --all-apks we select all packages.
packages_selection = []
if self.all_apks:
log.info("Selected all %d available packages", len(self.packages))
packages_selection = self.packages
else:
# Otherwise we loop through the packages and get only those that
# are not marked as system.
for package in self.packages:
if not package.get("system", False):
packages_selection.append(package)
log.info("Selected only %d packages which are not marked as system",
len(packages_selection))
if len(packages_selection) == 0:
log.info("No packages were selected for download")
return
log.info("Downloading packages from device. This might take some time ...")
self.output_folder_apk = os.path.join(self.output_folder, "apks")
if not os.path.exists(self.output_folder_apk):
os.mkdir(self.output_folder_apk)
total_packages = len(self.packages)
counter = 0
for package in self.packages:
for package in packages_selection:
counter += 1
log.info("[%d/%d] Package: %s", counter, total_packages, package.name)
log.info("[%d/%d] Package: %s", counter, len(packages_selection),
package["package_name"])
# Get the file path for the specific package.
try:
output = self._adb_command(f"pm path {package.name}")
output = self._clean_output(output)
output = self._adb_command(f"pm path {package['package_name']}")
output = output.strip().replace("package:", "")
if not output:
continue
except Exception as e:
log.exception("Failed to get path of package %s: %s", package.name, e)
log.exception("Failed to get path of package %s: %s",
package["package_name"], e)
self._adb_reconnect()
continue
@@ -182,33 +166,36 @@ class DownloadAPKs(AndroidExtraction):
# We loop through each line and download each file.
for path in output.split("\n"):
device_path = path.strip()
file_path = self.pull_package_file(package.name, device_path)
file_path = self.pull_package_file(package["package_name"],
device_path)
if not file_path:
continue
# We add the apk metadata to the package object.
package.files.append({
file_info = {
"path": device_path,
"local_name": file_path,
"sha256": get_sha256_from_file_path(file_path),
})
}
if "files" not in package:
package["files"] = [file_info,]
else:
package["files"].append(file_info)
log.info("Download of selected packages completed")
def save_json(self):
"""Save the results to the package.json file.
"""
json_path = os.path.join(self.output_folder, "packages.json")
packages = []
for package in self.packages:
packages.append(package.__dict__)
json_path = os.path.join(self.output_folder, "apks.json")
with open(json_path, "w") as handle:
json.dump(packages, handle, indent=4)
json.dump(self.packages, handle, indent=4)
def run(self):
"""Run all steps of fetch-apk.
"""
self._adb_connect()
self.get_packages()
self._adb_connect()
self.pull_packages()
self.save_json()
self._adb_disconnect()

View File

@@ -27,12 +27,12 @@ def koodous_lookup(packages):
total_packages = len(packages)
for i in track(range(total_packages), description=f"Looking up {total_packages} packages..."):
package = packages[i]
for file in package.files:
for file in package.get("files", []):
url = f"https://api.koodous.com/apks/{file['sha256']}"
res = requests.get(url)
report = res.json()
row = [package.name, file["local_name"]]
row = [package["package_name"], file["local_name"]]
if "package_name" in report:
trusted = "no"

View File

@@ -41,7 +41,7 @@ def virustotal_lookup(packages):
unique_hashes = []
for package in packages:
for file in package.files:
for file in package.get("files", []):
if file["sha256"] not in unique_hashes:
unique_hashes.append(file["sha256"])
@@ -74,8 +74,8 @@ def virustotal_lookup(packages):
table.add_column("Detections")
for package in packages:
for file in package.files:
row = [package.name, file["local_name"]]
for file in package.get("files", []):
row = [package["package_name"], file["local_name"]]
if file["sha256"] in detections:
detection = detections[file["sha256"]]

View File

@@ -11,13 +11,14 @@ import sys
import tempfile
import time
from adb_shell.adb_device import AdbDeviceUsb
from adb_shell.adb_device import AdbDeviceTcp, AdbDeviceUsb
from adb_shell.auth.keygen import keygen, write_public_keyfile
from adb_shell.auth.sign_pythonrsa import PythonRSASigner
from adb_shell.exceptions import AdbCommandFailureException, DeviceAuthError
from adb_shell.exceptions import (AdbCommandFailureException, DeviceAuthError,
UsbReadFailedError)
from usb1 import USBErrorAccess, USBErrorBusy
from mvt.common.module import MVTModule, InsufficientPrivileges
from mvt.common.module import InsufficientPrivileges, MVTModule
log = logging.getLogger(__name__)
@@ -29,17 +30,12 @@ class AndroidExtraction(MVTModule):
def __init__(self, file_path=None, base_folder=None, output_folder=None,
fast_mode=False, log=None, results=[]):
"""Initialize Android extraction module.
:param file_path: Path to the database file to parse
:param base_folder: Path to a base folder containing an Android dump
:param output_folder: Path to the folder where to store extraction
results
"""
super().__init__(file_path=file_path, base_folder=base_folder,
output_folder=output_folder, fast_mode=fast_mode,
log=log, results=results)
self.device = None
self.serial = None
def _adb_check_keys(self):
"""Make sure Android adb keys exist.
@@ -59,7 +55,19 @@ class AndroidExtraction(MVTModule):
priv_key = handle.read()
signer = PythonRSASigner("", priv_key)
self.device = AdbDeviceUsb()
# If no serial was specified or if the serial does not seem to be
# a HOST:PORT definition, we use the USB transport.
if not self.serial or ":" not in self.serial:
self.device = AdbDeviceUsb(serial=self.serial)
# Otherwise we try to use the TCP transport.
else:
addr = self.serial.split(":")
if len(addr) < 2:
raise ValueError("TCP serial number must follow the format: `address:port`")
self.device = AdbDeviceTcp(addr[0], int(addr[1]),
default_transport_timeout_s=30.)
while True:
try:
@@ -70,9 +78,14 @@ class AndroidExtraction(MVTModule):
except DeviceAuthError:
log.error("You need to authorize this computer on the Android device. Retrying in 5 seconds...")
time.sleep(5)
except Exception as e:
log.critical(e)
except UsbReadFailedError:
log.error("Unable to connect to the device over USB. Try to unplug, plug the device and start again.")
sys.exit(-1)
except OSError as e:
if e.errno == 113 and self.serial:
log.critical("Unable to connect to the device %s: did you specify the correct IP addres?",
self.serial)
sys.exit(-1)
else:
break
@@ -105,7 +118,7 @@ class AndroidExtraction(MVTModule):
"""Check if we have a `su` binary, otherwise raise an Exception.
"""
if not self._adb_check_if_root():
raise InsufficientPrivileges("The Android device does not seem to have a `su` binary. Cannot run this module.")
raise InsufficientPrivileges("This module is optionally available in case the device is already rooted. Do NOT root your own device!")
def _adb_command_as_root(self, command):
"""Execute an adb shell command.

View File

@@ -20,7 +20,7 @@ class ChromeHistory(AndroidExtraction):
"""This module extracts records from Android's Chrome browsing history."""
def __init__(self, file_path=None, base_folder=None, output_folder=None,
fast_mode=False, log=None, results=[]):
serial=None, fast_mode=False, log=None, results=[]):
super().__init__(file_path=file_path, base_folder=base_folder,
output_folder=output_folder, fast_mode=fast_mode,
log=log, results=results)
@@ -52,14 +52,14 @@ class ChromeHistory(AndroidExtraction):
""")
for item in cur:
self.results.append(dict(
id=item[0],
url=item[1],
visit_id=item[2],
timestamp=item[3],
isodate=convert_timestamp_to_iso(convert_chrometime_to_unix(item[3])),
redirect_source=item[4],
))
self.results.append({
"id": item[0],
"url": item[1],
"visit_id": item[2],
"timestamp": item[3],
"isodate": convert_timestamp_to_iso(convert_chrometime_to_unix[item[3]]),
"redirect_source": item[4],
})
cur.close()
conn.close()

View File

@@ -14,7 +14,7 @@ class DumpsysBatterystats(AndroidExtraction):
"""This module extracts stats on battery consumption by processes."""
def __init__(self, file_path=None, base_folder=None, output_folder=None,
fast_mode=False, log=None, results=[]):
serial=None, fast_mode=False, log=None, results=[]):
super().__init__(file_path=file_path, base_folder=base_folder,
output_folder=output_folder, fast_mode=fast_mode,
log=log, results=results)

View File

@@ -14,7 +14,7 @@ class DumpsysPackages(AndroidExtraction):
"""This module extracts stats on installed packages."""
def __init__(self, file_path=None, base_folder=None, output_folder=None,
fast_mode=False, log=None, results=[]):
serial=None, fast_mode=False, log=None, results=[]):
super().__init__(file_path=file_path, base_folder=base_folder,
output_folder=output_folder, fast_mode=fast_mode,
log=log, results=results)

View File

@@ -14,7 +14,7 @@ class DumpsysProcstats(AndroidExtraction):
"""This module extracts stats on memory consumption by processes."""
def __init__(self, file_path=None, base_folder=None, output_folder=None,
fast_mode=False, log=None, results=[]):
serial=None, fast_mode=False, log=None, results=[]):
super().__init__(file_path=file_path, base_folder=base_folder,
output_folder=output_folder, fast_mode=fast_mode,
log=log, results=results)

View File

@@ -16,7 +16,7 @@ class Packages(AndroidExtraction):
"""This module extracts the list of installed packages."""
def __init__(self, file_path=None, base_folder=None, output_folder=None,
fast_mode=False, log=None, results=[]):
serial=None, fast_mode=False, log=None, results=[]):
super().__init__(file_path=file_path, base_folder=base_folder,
output_folder=output_folder, fast_mode=fast_mode,
log=log, results=results)
@@ -66,28 +66,37 @@ class Packages(AndroidExtraction):
fields = line.split()
file_name, package_name = fields[0].split(":")[1].rsplit("=", 1)
installer = fields[1].split("=")[1].strip()
if installer == "null":
try:
installer = fields[1].split("=")[1].strip()
except IndexError:
installer = None
uid = fields[2].split(":")[1].strip()
else:
if installer == "null":
installer = None
try:
uid = fields[2].split(":")[1].strip()
except IndexError:
uid = None
dumpsys = self._adb_command(f"dumpsys package {package_name} | grep -A2 timeStamp").split("\n")
timestamp = dumpsys[0].split("=")[1].strip()
first_install = dumpsys[1].split("=")[1].strip()
last_update = dumpsys[2].split("=")[1].strip()
self.results.append(dict(
package_name=package_name,
file_name=file_name,
installer=installer,
timestamp=timestamp,
first_install_time=first_install,
last_update_time=last_update,
uid=uid,
disabled=False,
system=False,
third_party=False,
))
self.results.append({
"package_name": package_name,
"file_name": file_name,
"installer": installer,
"timestamp": timestamp,
"first_install_time": first_install,
"last_update_time": last_update,
"uid": uid,
"disabled": False,
"system": False,
"third_party": False,
})
cmds = [
{"field": "disabled", "arg": "-d"},
@@ -106,6 +115,13 @@ class Packages(AndroidExtraction):
if result["package_name"] == package_name:
self.results[i][cmd["field"]] = True
for result in self.results:
if result["system"]:
continue
self.log.info("Found non-system package with name \"%s\" installed by \"%s\" on %s",
result["package_name"], result["installer"], result["timestamp"])
self.log.info("Extracted at total of %d installed package names",
len(self.results))

View File

@@ -13,7 +13,7 @@ class Processes(AndroidExtraction):
"""This module extracts details on running processes."""
def __init__(self, file_path=None, base_folder=None, output_folder=None,
fast_mode=False, log=None, results=[]):
serial=None, fast_mode=False, log=None, results=[]):
super().__init__(file_path=file_path, base_folder=base_folder,
output_folder=output_folder, fast_mode=fast_mode,
log=log, results=results)
@@ -21,7 +21,7 @@ class Processes(AndroidExtraction):
def run(self):
self._adb_connect()
output = self._adb_command("ps")
output = self._adb_command("ps -e")
for line in output.split("\n")[1:]:
line = line.strip()
@@ -29,13 +29,13 @@ class Processes(AndroidExtraction):
continue
fields = line.split()
proc = dict(
user=fields[0],
pid=fields[1],
parent_pid=fields[2],
vsize=fields[3],
rss=fields[4],
)
proc = {
"user": fields[0],
"pid": fields[1],
"parent_pid": fields[2],
"vsize": fields[3],
"rss": fields[4],
}
# Sometimes WCHAN is empty, so we need to re-align output fields.
if len(fields) == 8:

View File

@@ -16,7 +16,7 @@ class RootBinaries(AndroidExtraction):
"""This module extracts the list of installed packages."""
def __init__(self, file_path=None, base_folder=None, output_folder=None,
fast_mode=False, log=None, results=[]):
serial=None, fast_mode=False, log=None, results=[]):
super().__init__(file_path=file_path, base_folder=base_folder,
output_folder=output_folder, fast_mode=fast_mode,
log=log, results=results)

View File

@@ -43,7 +43,7 @@ class SMS(AndroidExtraction):
"""This module extracts all SMS messages containing links."""
def __init__(self, file_path=None, base_folder=None, output_folder=None,
fast_mode=False, log=None, results=[]):
serial=None, fast_mode=False, log=None, results=[]):
super().__init__(file_path=file_path, base_folder=base_folder,
output_folder=output_folder, fast_mode=fast_mode,
log=log, results=results)
@@ -84,7 +84,7 @@ class SMS(AndroidExtraction):
names = [description[0] for description in cur.description]
for item in cur:
message = dict()
message = {}
for index, value in enumerate(item):
message[names[index]] = value
@@ -102,15 +102,11 @@ class SMS(AndroidExtraction):
log.info("Extracted a total of %d SMS messages containing links", len(self.results))
def run(self):
# Checking the SMS database path
try:
if (self._adb_check_file_exists(os.path.join("/", SMS_BUGLE_PATH))):
self.SMS_DB_TYPE = 1
self._adb_process_file(os.path.join("/", SMS_BUGLE_PATH), self._parse_db)
elif (self._adb_check_file_exists(os.path.join("/", SMS_MMSSMS_PATH))):
self.SMS_DB_TYPE = 2
self._adb_process_file(os.path.join("/", SMS_MMSSMS_PATH), self._parse_db)
else:
self.log.error("No SMS database found")
except Exception as e:
self.log.error(e)
if (self._adb_check_file_exists(os.path.join("/", SMS_BUGLE_PATH))):
self.SMS_DB_TYPE = 1
self._adb_process_file(os.path.join("/", SMS_BUGLE_PATH), self._parse_db)
elif (self._adb_check_file_exists(os.path.join("/", SMS_MMSSMS_PATH))):
self.SMS_DB_TYPE = 2
self._adb_process_file(os.path.join("/", SMS_MMSSMS_PATH), self._parse_db)
else:
self.log.error("No SMS database found")

View File

@@ -20,7 +20,7 @@ class Whatsapp(AndroidExtraction):
"""This module extracts all WhatsApp messages containing links."""
def __init__(self, file_path=None, base_folder=None, output_folder=None,
fast_mode=False, log=None, results=[]):
serial=None, fast_mode=False, log=None, results=[]):
super().__init__(file_path=file_path, base_folder=base_folder,
output_folder=output_folder, fast_mode=fast_mode,
log=log, results=results)
@@ -59,7 +59,7 @@ class Whatsapp(AndroidExtraction):
messages = []
for item in cur:
message = dict()
message = {}
for index, value in enumerate(item):
message[names[index]] = value
@@ -82,7 +82,4 @@ class Whatsapp(AndroidExtraction):
self.results = messages
def run(self):
try:
self._adb_process_file(os.path.join("/", WHATSAPP_PATH), self._parse_db)
except Exception as e:
self.log.error(e)
self._adb_process_file(os.path.join("/", WHATSAPP_PATH), self._parse_db)

View File

@@ -8,7 +8,7 @@ import os
import zlib
from mvt.common.module import MVTModule
from mvt.common.utils import check_for_links, convert_timestamp_to_iso
from mvt.common.utils import check_for_links
class SMS(MVTModule):

14
mvt/common/help.py Normal file
View File

@@ -0,0 +1,14 @@
# Mobile Verification Toolkit (MVT)
# Copyright (c) 2021 The MVT Project Authors.
# Use of this software is governed by the MVT License 1.1 that can be found at
# https://license.mvt.re/1.1/
# Help messages of repeating options.
HELP_MSG_OUTPUT = "Specify a path to a folder where you want to store JSON results"
HELP_MSG_IOC = "Path to indicators file (can be invoked multiple time)"
HELP_MSG_FAST = "Avoid running time/resource consuming features"
HELP_MSG_LIST_MODULES = "Print list of available modules and exit"
HELP_MSG_MODULE = "Name of a single module you would like to run instead of all"
# Android-specific.
HELP_MSG_SERIAL = "Specify a device serial number or HOST:PORT connection string"

View File

@@ -9,52 +9,60 @@ import os
from .url import URL
class IndicatorsFileBadFormat(Exception):
pass
class Indicators:
"""This class is used to parse indicators from a STIX2 file and provide
functions to compare extracted artifacts to the indicators.
"""
def __init__(self, file_path, log=None):
self.file_path = file_path
with open(self.file_path, "r") as handle:
self.data = json.load(handle)
def __init__(self, log=None):
self.log = log
self.ioc_domains = []
self.ioc_processes = []
self.ioc_emails = []
self.ioc_files = []
self._parse_stix_file()
self.ioc_count = 0
def _parse_stix_file(self):
"""Extract IOCs of given type from STIX2 definitions.
def _add_indicator(self, ioc, iocs_list):
if ioc not in iocs_list:
iocs_list.append(ioc)
self.ioc_count += 1
def parse_stix2(self, file_path):
"""Extract indicators from a STIX2 file.
"""
for entry in self.data["objects"]:
self.log.info("Parsing STIX2 indicators file at path %s",
file_path)
with open(file_path, "r") as handle:
try:
if entry["type"] != "indicator":
continue
except KeyError:
data = json.load(handle)
except json.decoder.JSONDecodeError:
raise IndicatorsFileBadFormat("Unable to parse STIX2 indicators file, the file seems malformed or in the wrong format")
for entry in data.get("objects", []):
if entry.get("type", "") != "indicator":
continue
key, value = entry["pattern"].strip("[]").split("=")
key, value = entry.get("pattern", "").strip("[]").split("=")
value = value.strip("'")
if key == "domain-name:value":
# We force domain names to lower case.
value = value.lower()
if value not in self.ioc_domains:
self.ioc_domains.append(value)
self._add_indicator(ioc=value.lower(),
iocs_list=self.ioc_domains)
elif key == "process:name":
if value not in self.ioc_processes:
self.ioc_processes.append(value)
self._add_indicator(ioc=value,
iocs_list=self.ioc_processes)
elif key == "email-addr:value":
# We force email addresses to lower case.
value = value.lower()
if value not in self.ioc_emails:
self.ioc_emails.append(value)
self._add_indicator(ioc=value.lower(),
iocs_list=self.ioc_emails)
elif key == "file:name":
if value not in self.ioc_files:
self.ioc_files.append(value)
self._add_indicator(ioc=value,
iocs_list=self.ioc_files)
def check_domain(self, url):
# TODO: If the IOC domain contains a subdomain, it is not currently
@@ -109,10 +117,10 @@ class Indicators:
# Then we just check the top level domain.
if final_url.top_level.lower() == ioc:
if orig_url.is_shortened and orig_url.url != final_url.url:
self.log.warning("Found a sub-domain matching a suspicious top level %s shortened as %s",
self.log.warning("Found a sub-domain matching a known suspicious top level %s shortened as %s",
final_url.url, orig_url.url)
else:
self.log.warning("Found a sub-domain matching a suspicious top level: %s", final_url.url)
self.log.warning("Found a sub-domain matching a known suspicious top level: %s", final_url.url)
return True

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