Bumps version

Improves iOS app detection
Adds verbose mode
2026-02-15 18:02:44 +00:00 · 2023-04-25 12:20:45 +02:00 · 2023-04-25 11:21:55 +02:00 · 2023-04-25 11:13:46 +02:00 · 2023-04-13 17:59:05 +02:00 · 2023-04-13 16:11:55 +02:00
63 changed files with 951 additions and 354 deletions
--- a/.github/workflows/flake8.yml
+++ b/.github/workflows/flake8.yml
@@ -1,26 +0,0 @@
-name: Flake8
-
-on:
-  push:
-    paths:
-      - '*.py'
-
-jobs:
-  flake8_py3:
-    runs-on: ubuntu-latest
-    steps:
-      - name: Setup Python
-        uses: actions/setup-python@v1
-        with:
-          python-version: 3.9
-          architecture: x64
-      - name: Checkout
-        uses: actions/checkout@master
-      - name: Install flake8
-        run: pip install flake8
-      - name: Run flake8
-        uses: suo/flake8-github-action@releases/v1
-        with:
-          checkName: 'flake8_py3'   # NOTE: this needs to be the same as the job name
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -16,8 +16,7 @@ jobs:
    strategy:
      fail-fast: false
      matrix:
-        # python-version: [3.7, 3.8, 3.9]
-        python-version: [3.8, 3.9]
+        python-version: ['3.8', '3.9', '3.10']

    steps:
    - uses: actions/checkout@v2
--- a/.github/workflows/ruff.yml
+++ b/.github/workflows/ruff.yml
@@ -0,0 +1,21 @@
+name: Ruff
+on: [push]
+
+jobs:
+  ruff_py3:
+    name: Ruff syntax check
+    runs-on: ubuntu-latest
+    steps:
+      - name: Setup Python
+        uses: actions/setup-python@v1
+        with:
+          python-version: 3.9
+          architecture: x64
+      - name: Checkout
+        uses: actions/checkout@master
+      - name: Install Dependencies
+        run: |
+          pip install ruff
+      - name: ruff
+        run: |
+          ruff check .
--- a/5
+++ b/5
@@ -1,5 +1,10 @@
 PWD = $(shell pwd)

+check:
+	flake8
+	pytest -q
+	ruff check -q .
+
 clean:
 	rm -rf $(PWD)/build $(PWD)/dist $(PWD)/mvt.egg-info

--- a/docs/android/backup.md
+++ b/docs/android/backup.md
@@ -24,7 +24,7 @@ Some recent phones will enforce the utilisation of a password to encrypt the bac

 ## Unpack and check the backup

-MVT includes a partial implementation of the Android Backup parsing, because of the implementation difference in the compression algorithm between Java and Python. The `-nocompress` option passed to adb in the section above allows to avoid this issue. You can analyse and extract SMSs containing links from the backup directly with MVT:
+MVT includes a partial implementation of the Android Backup parsing, because of the implementation difference in the compression algorithm between Java and Python. The `-nocompress` option passed to adb in the section above allows to avoid this issue. You can analyse and extract SMSs from the backup directly with MVT:

 ```bash
 $ mvt-android check-backup --output /path/to/results/ /path/to/backup.ab
@@ -32,7 +32,7 @@ $ mvt-android check-backup --output /path/to/results/ /path/to/backup.ab
         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/000000_sms_backup
-         INFO     [mvt.android.modules.backup.sms] Extracted a total of 64 SMS messages containing links
+         INFO     [mvt.android.modules.backup.sms] Extracted a total of 64 SMS messages
 ```

 If the backup is encrypted, MVT will prompt you to enter the password.
@@ -52,4 +52,4 @@ If the backup is encrypted, ABE will prompt you to enter the password.

 Alternatively, [ab-decrypt](https://github.com/joernheissler/ab-decrypt) can be used for that purpose.

-You can then extract SMSs containing links with MVT by passing the folder path as parameter instead of the `.ab` file: `mvt-android check-backup --output /path/to/results/ /path/to/backup/` (the path to backup given should be the folder containing the `apps` folder).
+You can then extract SMSs with MVT by passing the folder path as parameter instead of the `.ab` file: `mvt-android check-backup --output /path/to/results/ /path/to/backup/` (the path to backup given should be the folder containing the `apps` folder).
--- a/docs/install.md
+++ b/docs/install.md
@@ -54,7 +54,7 @@ Then you can install MVT directly from [pypi](https://pypi.org/project/mvt/)
 pip3 install mvt
 ```

-Or from the source code:
+If you want to have the latest features in development, you can install MVT directly from the source code. If you installed MVT previously from pypi, you should first uninstall it using `pip3 uninstall mvt` and then install from the source code:

 ```bash
 git clone https://github.com/mvt-project/mvt.git
--- a/docs/iocs.md
+++ b/docs/iocs.md
@@ -39,7 +39,9 @@ export MVT_STIX2="/home/user/IOC1.stix2:/home/user/IOC2.stix2"
 - The [Amnesty International investigations repository](https://github.com/AmnestyTech/investigations) contains STIX-formatted IOCs for:
    - [Pegasus](https://en.wikipedia.org/wiki/Pegasus_(spyware)) ([STIX2](https://raw.githubusercontent.com/AmnestyTech/investigations/master/2021-07-18_nso/pegasus.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))
+    - [An Android Spyware Campaign Linked to a Mercenary Company](https://github.com/AmnestyTech/investigations/tree/master/2023-03-29_android_campaign) ([STIX2](https://github.com/AmnestyTech/investigations/blob/master/2023-03-29_android_campaign/malware.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/generated/stalkerware.stix2).
+- We are also maintaining [a list of IOCs](https://github.com/mvt-project/mvt-indicators) in STIX format from public spyware campaigns.

 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.

--- a/docs/ios/records.md
+++ b/docs/ios/records.md
@@ -7,7 +7,7 @@ In this page you can find a (reasonably) up-to-date breakdown of the files creat
 ### `analytics.json`

 !!! info "Availability"
-    Backup (if encrypted): :material-close:  
+    Backup (if encrypted): :material-close:
    Full filesystem dump: :material-check:

 This JSON file is created by mvt-ios' `Analytics` module. The module extracts records from the plists inside the SQLite databases located at *private/var/Keychains/Analytics/\*.db*, which contain various analytics information regarding networking, certificate-pinning, TLS, etc. failures.
@@ -16,10 +16,22 @@ If indicators are provided through the command-line, processes and domains are c

 ---

+### `applications.json`
+
+!!! info "Availability"
+    Backup: :material-check:
+    Full filesystem dump: :material-check:
+
+This JSON file is created by mvt-ios' `Applications` module. The module extracts the list of applications installed on the device from the `Info.plist` file in backup, or from the `iTunesMetadata.plist` files in a file system dump. These records contains detailed information on the source and installation of the app.
+
+If indicators are provided through the command-line, processes and application ids are checked against the app name of each application. It also flags any applications not installed from the AppStore. Any matches are stored in *applications_detected.json*.
+
+---
+
 ### `backup_info.json`

 !!! info "Availability"
-    Backup: :material-check:  
+    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.
@@ -29,7 +41,7 @@ This JSON file is created by mvt-ios' `BackupInfo` module. The module extracts s
 ### `cache_files.json`

 !!! info "Availability"
-    Backup: :material-close:  
+    Backup: :material-close:
    Full filesystem dump: :material-check:

 This JSON file is created by mvt-ios' `CacheFiles` module. The module extracts records from all SQLite database files stored on disk with the name *Cache.db*. These databases typically contain data from iOS' [internal URL caching](https://developer.apple.com/documentation/foundation/nsurlcache). Through this module you might be able to recover records of HTTP requests and responses performed my applications as well as system services, that would otherwise be unavailable. For example, you might see HTTP requests part of an exploitation chain performed by an iOS service attempting to download a first stage malicious payload.
@@ -38,10 +50,22 @@ If indicators are provided through the command-line, they are checked against th

 ---

+### `calendar.json`
+
+!!! info "Availability"
+    Backup: :material-check:
+    Full filesystem dump: :material-check:
+
+This JSON file is created by mvt-ios' `Calendar` module. This module extracts all CalendarItems from the `Calendar.sqlitedb` database. This database contains all calendar entries from the different calendars installed on the phone.
+
+If indicators are provided through the command-line, email addresses are checked against the inviter's email of the different events. Any matches are stored in *calendar_detected.json*.
+
+---
+
 ### `calls.json`

 !!! info "Availability"
-    Backup (if encrypted): :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.
@@ -51,7 +75,7 @@ This JSON file is created by mvt-ios' `Calls` module. The module extracts record
 ### `chrome_favicon.json`

 !!! info "Availability"
-    Backup: :material-check:  
+    Backup: :material-check:
    Full filesystem dump: :material-check:

 This JSON file is created by mvt-ios' `ChromeFavicon` module. The module extracts records from a SQLite database located at */private/var/mobile/Containers/Data/Application/\*/Library/Application Support/Google/Chrome/Default/Favicons*, which contains a mapping of favicons' URLs and the visited URLs which loaded them.
@@ -63,7 +87,7 @@ If indicators are provided through the command-line, they are checked against bo
 ### `chrome_history.json`

 !!! info "Availability"
-    Backup: :material-check:  
+    Backup: :material-check:
    Full filesystem dump: :material-check:

 This JSON file is created by mvt-ios' `ChromeHistory` module. The module extracts records from a SQLite database located at */private/var/mobile/Containers/Data/Application/\*/Library/Application Support/Google/Chrome/Default/History*, which contains a history of URL visits.
@@ -75,7 +99,7 @@ If indicators are provided through the command-line, they are checked against th
 ### `configuration_profiles.json`

 !!! info "Availability"
-    Backup: :material-check:  
+    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.
@@ -87,7 +111,7 @@ If indicators are provided through the command-line, they are checked against th
 ### `contacts.json`

 !!! info "Availability"
-    Backup: :material-check:  
+    Backup: :material-check:
    Full filesystem dump: :material-check:

 This JSON file is created by mvt-ios' `Contacts` module. The module extracts records from a SQLite database located at */private/var/mobile/Library/AddressBook/AddressBook.sqlitedb*, which contains records from the phone's address book. While this database obviously would not contain any malicious indicators per se, you might want to use it to compare records from other apps (such as iMessage, SMS, etc.) to filter those originating from unknown origins.
@@ -97,7 +121,7 @@ This JSON file is created by mvt-ios' `Contacts` module. The module extracts rec
 ### `firefox_favicon.json`

 !!! info "Availability"
-    Backup: :material-check:  
+    Backup: :material-check:
    Full filesystem dump: :material-check:

 This JSON file is created by mvt-ios' `FirefoxFavicon` module. The module extracts records from a SQLite database located at */private/var/mobile/profile.profile/browser.db*, which contains a mapping of favicons' URLs and the visited URLs which loaded them.
@@ -109,7 +133,7 @@ If indicators are provided through the command-line, they are checked against bo
 ### `firefox_history.json`

 !!! info "Availability"
-    Backup: :material-check:  
+    Backup: :material-check:
    Full filesystem dump: :material-check:

 This JSON file is created by mvt-ios' `FirefoxHistory` module. The module extracts records from a SQLite database located at */private/var/mobile/profile.profile/browser.db*, which contains a history of URL visits.
@@ -121,7 +145,7 @@ If indicators are provided through the command-line, they are checked against th
 ### `id_status_cache.json`

 !!! info "Availability"
-    Backup (before iOS 14.7): :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.
@@ -133,7 +157,7 @@ Starting from iOS 14.7.0, this file is empty or absent.
 ### `shortcuts.json`

 !!! info "Availability"
-    Backup: :material-check:  
+    Backup: :material-check:
    Full filesystem dump: :material-check:

 This JSON file is created by mvt-ios' `Shortcuts` module. The module extracts records from an SQLite database located at */private/var/mobile/Library/Shortcuts/Shortcuts.sqlite*, which contains records about the Shortcuts application. Shortcuts are a built-in iOS feature which allows users to automation certain actions on their device. In some cases the legitimate Shortcuts app may be abused by spyware to maintain persistence on an infected devices.
@@ -143,7 +167,7 @@ This JSON file is created by mvt-ios' `Shortcuts` module. The module extracts re
 ### `interaction_c.json`

 !!! info "Availability"
-    Backup (if encrypted): :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.
@@ -153,7 +177,7 @@ This JSON file is created by mvt-ios' `InteractionC` module. The module extracts
 ### `locationd_clients.json`

 !!! info "Availability"
-    Backup: :material-check:  
+    Backup: :material-check:
    Full filesystem dump: :material-check:

 This JSON file is created by mvt-ios' `LocationdClients` module. The module extracts records from a plist file located at */private/var/mobile/Library/Caches/locationd/clients.plist*, which contains a cache of apps which requested access to location services.
@@ -163,7 +187,7 @@ This JSON file is created by mvt-ios' `LocationdClients` module. The module extr
 ### `manifest.json`

 !!! info "Availability"
-    Backup: :material-check:  
+    Backup: :material-check:
    Full filesystem dump: :material-close:

 This JSON file is created by mvt-ios' `Manifest` module. The module extracts records from the SQLite database *Manifest.db* contained in iTunes backups, and which indexes the locally backed-up files to the original paths on the iOS device.
@@ -175,7 +199,7 @@ If indicators are provided through the command-line, they are checked against th
 ### `os_analytics_ad_daily.json`

 !!! info "Availability"
-    Backup: :material-check:  
+    Backup: :material-check:
    Full filesystem dump: :material-check:

 This JSON file is created by mvt-ios' `OSAnalyticsADDaily` module. The module extracts records from a plist located *private/var/mobile/Library/Preferences/com.apple.osanalytics.addaily.plist*, which contains a history of data usage by processes running on the system. Besides the network statistics, these records are particularly important because they might show traces of malicious process executions and the relevant timeframe.
@@ -187,7 +211,7 @@ If indicators are provided through the command-line, they are checked against th
 ### `datausage.json`

 !!! info "Availability"
-    Backup: :material-check:  
+    Backup: :material-check:
    Full filesystem dump: :material-check:

 This JSON file is created by mvt-ios' `Datausage` module. The module extracts records from a SQLite database located */private/var/wireless/Library/Databases/DataUsage.sqlite*, which contains a history of network data usage by processes running on the system. It does not log network traffic through WiFi (the fields `WIFI_IN` and `WIFI_OUT` are always empty), and the `WWAN_IN` and `WWAN_OUT` fields are stored in bytes. Besides the network statistics, these records are particularly important because they might show traces of malicious process executions and the relevant timeframe. In particular, processes which do not have a valid bundle ID might require particular attention.
@@ -199,7 +223,7 @@ If indicators are provided through the command-line, they are checked against th
 ### `netusage.json`

 !!! info "Availability"
-    Backup: :material-close:  
+    Backup: :material-close:
    Full filesystem dump: :material-check:

 This JSON file is created by mvt-ios' `Netusage` module. The module extracts records from a SQLite database located */private/var/networkd/netusage.sqlite*, which contains a history of data usage by processes running on the system. Besides the network statistics, these records are particularly important because they might show traces of malicious process executions and the relevant timeframe. In particular, processes which do not have a valid bundle ID might require particular attention.
@@ -211,7 +235,7 @@ If indicators are provided through the command-line, they are checked against th
 ### `profile_events.json`

 !!! info "Availability"
-    Backup: :material-check:  
+    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.
@@ -221,7 +245,7 @@ This JSON file is created by mvt-ios' `ProfileEvents` module. The module extract
 ### `safari_browser_state.json`

 !!! info "Availability"
-    Backup (if encrypted): :material-check:  
+    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.
@@ -233,7 +257,7 @@ If indicators are provided through the command-line, they are checked against th
 ### `safari_favicon.json`

 !!! info "Availability"
-    Backup: :material-close:  
+    Backup: :material-close:
    Full filesystem dump: :material-check:

 This JSON file is created by mvt-ios' `SafariFavicon` module. The module extracts records from the SQLite databases located at */private/var/mobile/Library/Image Cache/Favicons/Favicons.db* or */private/var/mobile/Containers/Data/Application/\*/Library/Image Cache/Favicons/Favicons.db*, which contain mappings of favicons' URLs and the visited URLs which loaded them.
@@ -245,7 +269,7 @@ If indicators are provided through the command-line, they are checked against bo
 ### `safari_history.json`

 !!! info "Availability"
-    Backup (if encrypted): :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.
@@ -257,7 +281,7 @@ If indicators are provided through the command-line, they are checked against th
 ### `shutdown_log.json`

 !!! info "Availability"
-    Backup (if encrypted): :material-close:  
+    Backup (if encrypted): :material-close:
    Full filesystem dump: :material-check:

 This JSON file is created by mvt-ios' `ShutdownLog` module. The module extracts records from the shutdown log located at *private/var/db/diagnostics/shutdown.log*. When shutting down an iPhone, a SIGTERM will be sent to all processes runnning. The `shutdown.log` file will log any process (with its pid and path) that did not shut down after the SIGTERM was sent.
@@ -269,10 +293,10 @@ If indicators are provided through the command-line, they are checked against th
 ### `sms.json`

 !!! info "Availability"
-    Backup: :material-check:  
+    Backup: :material-check:
    Full filesystem dump: :material-check:

-This JSON file is created by mvt-ios' `SMS` module. The module extracts a list of SMS messages containing HTTP links from the SQLite database located at */private/var/mobile/Library/SMS/sms.db*.
+This JSON file is created by mvt-ios' `SMS` module. The module extracts a list of SMS messages from the SQLite database located at */private/var/mobile/Library/SMS/sms.db*.

 If indicators are provided through the command-line, they are checked against the extracted HTTP links. Any matches are stored in *sms_detected.json*.

@@ -281,7 +305,7 @@ If indicators are provided through the command-line, they are checked against th
 ### `sms_attachments.json`

 !!! info "Availability"
-    Backup: :material-check:  
+    Backup: :material-check:
    Full filesystem dump: :material-check:

 This JSON file is created by mvt-ios' `SMSAttachments` module. The module extracts details about attachments sent via SMS or iMessage from the same database used by the `SMS` module. These records might be useful to indicate unique patterns that might be indicative of exploitation attempts leveraging potential vulnerabilities in file format parsers or other forms of file handling by the Messages app.
@@ -291,7 +315,7 @@ This JSON file is created by mvt-ios' `SMSAttachments` module. The module extrac
 ### `tcc.json`

 !!! info "Availability"
-    Backup: :material-check:  
+    Backup: :material-check:
    Full filesystem dump: :material-check:

 This JSON file is created by mvt-ios' `TCC` module. The module extracts records from a SQLite database located at */private/var/mobile/Library/TCC/TCC.db*, which contains a list of which services such as microphone, camera, or location, apps have been granted or denied access to.
@@ -301,7 +325,7 @@ This JSON file is created by mvt-ios' `TCC` module. The module extracts records
 ### `version_history.json`

 !!! info "Availability"
-    Backup: :material-close:  
+    Backup: :material-close:
    Full filesystem dump: :material-check:

 This JSON file is created by mvt-ios' `IOSVersionHistory` module. The module extracts records of iOS software updates from analytics plist files located at */private/var/db/analyticsd/Analytics-Journal-\*.ips*.
@@ -311,7 +335,7 @@ This JSON file is created by mvt-ios' `IOSVersionHistory` module. The module ext
 ### `webkit_indexeddb.json`

 !!! info "Availability"
-    Backup: :material-close:  
+    Backup: :material-close:
    Full filesystem dump: :material-check:

 This JSON file is created by mvt-ios' `WebkitIndexedDB` module. The module extracts a list of file and folder names located at the following path */private/var/mobile/Containers/Data/Application/\*/Library/WebKit/WebsiteData/IndexedDB*, which contains IndexedDB files created by any app installed on the device.
@@ -323,7 +347,7 @@ If indicators are provided through the command-line, they are checked against th
 ### `webkit_local_storage.json`

 !!! info "Availability"
-    Backup: :material-close:  
+    Backup: :material-close:
    Full filesystem dump: :material-check:

 This JSON file is created by mvt-ios' `WebkitLocalStorage` module. The module extracts a list of file and folder names located at the following path */private/var/mobile/Containers/Data/Application/\*/Library/WebKit/WebsiteData/LocalStorage/*, which contains local storage files created by any app installed on the device.
@@ -335,7 +359,7 @@ If indicators are provided through the command-line, they are checked against th
 ### `webkit_resource_load_statistics.json`

 !!! info "Availability"
-    Backup: :material-check:  
+    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.
@@ -347,7 +371,7 @@ If indicators are provided through the command-line, they are checked against th
 ### `webkit_safari_view_service.json`

 !!! info "Availability"
-    Backup: :material-close:  
+    Backup: :material-close:
    Full filesystem dump: :material-check:

 This JSON file is created by mvt-ios' `WebkitSafariViewService` module. The module extracts a list of file and folder names located at the following path */private/var/mobile/Containers/Data/Application/\*/SystemData/com.apple.SafariViewService/Library/WebKit/WebsiteData/*, which contains files cached by SafariVewService.
@@ -359,7 +383,7 @@ If indicators are provided through the command-line, they are checked against th
 ### `webkit_session_resource_log.json`

 !!! info "Availability"
-    Backup: :material-check:  
+    Backup: :material-check:
    Full filesystem dump: :material-check:

 This JSON file is created by mvt-ios' `WebkitSessionResourceLog` module. The module extracts records from plist files with the name *full_browsing_session_resourceLog.plist*, which contain records of resources loaded by different domains visited.
@@ -371,10 +395,10 @@ If indicators are provided through the command-line, they are checked against th
 ### `whatsapp.json`

 !!! info "Availability"
-    Backup: :material-check:  
+    Backup: :material-check:
    Full filesystem dump: :material-check:

-This JSON file is created by mvt-ios' `WhatsApp` module. The module extracts a list of WhatsApp messages containing HTTP links from the SQLite database located at *private/var/mobile/Containers/Shared/AppGroup/\*/ChatStorage.sqlite*.
+This JSON file is created by mvt-ios' `WhatsApp` module. The module extracts a list of WhatsApp messages from the SQLite database located at *private/var/mobile/Containers/Shared/AppGroup/\*/ChatStorage.sqlite*.

 If indicators are provided through the command-line, they are checked against the extracted HTTP links. Any matches are stored in *whatsapp_detected.json*.

--- a/mvt/android/cli.py
+++ b/mvt/android/cli.py
@@ -6,15 +6,15 @@
 import logging

 import click
-from rich.logging import RichHandler

 from mvt.common.cmd_check_iocs import CmdCheckIOCS
-from mvt.common.help import (HELP_MSG_FAST, HELP_MSG_IOC,
+from mvt.common.help import (HELP_MSG_FAST, HELP_MSG_HASHES, HELP_MSG_IOC,
                             HELP_MSG_LIST_MODULES, HELP_MSG_MODULE,
                             HELP_MSG_OUTPUT, HELP_MSG_SERIAL,
-                             HELP_MSG_HASHES)
+                             HELP_MSG_VERBOSE)
 from mvt.common.logo import logo
 from mvt.common.updates import IndicatorsUpdates
+from mvt.common.utils import init_logging, set_verbose_logging

 from .cmd_check_adb import CmdAndroidCheckADB
 from .cmd_check_androidqf import CmdAndroidCheckAndroidQF
@@ -26,11 +26,8 @@ from .modules.adb.packages import Packages
 from .modules.backup import BACKUP_MODULES
 from .modules.bugreport import BUGREPORT_MODULES

-# Setup logging using Rich.
-LOG_FORMAT = "[%(name)s] %(message)s"
-logging.basicConfig(level="INFO", format=LOG_FORMAT, handlers=[
-    RichHandler(show_path=False, log_time_format="%X")])
-log = logging.getLogger(__name__)
+init_logging()
+log = logging.getLogger("mvt")
 CONTEXT_SETTINGS = dict(help_option_names=['-h', '--help'])


@@ -64,8 +61,10 @@ def version():
@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)")
+@click.option("--verbose", "-v", is_flag=True, help=HELP_MSG_VERBOSE)
@click.pass_context
-def download_apks(ctx, all_apks, virustotal, output, from_file, serial):
+def download_apks(ctx, all_apks, virustotal, output, from_file, serial, verbose):
+    set_verbose_logging(verbose)
    try:
        if from_file:
            download = DownloadAPKs.from_json(from_file)
@@ -113,8 +112,10 @@ def download_apks(ctx, all_apks, virustotal, output, from_file, serial):
@click.option("--fast", "-f", is_flag=True, help=HELP_MSG_FAST)
@click.option("--list-modules", "-l", is_flag=True, help=HELP_MSG_LIST_MODULES)
@click.option("--module", "-m", help=HELP_MSG_MODULE)
+@click.option("--verbose", "-v", is_flag=True, help=HELP_MSG_VERBOSE)
@click.pass_context
-def check_adb(ctx, serial, iocs, output, fast, list_modules, module):
+def check_adb(ctx, serial, iocs, output, fast, list_modules, module, verbose):
+    set_verbose_logging(verbose)
    cmd = CmdAndroidCheckADB(results_path=output, ioc_files=iocs,
                             module_name=module, serial=serial, fast_mode=fast)

@@ -142,9 +143,11 @@ def check_adb(ctx, serial, iocs, output, fast, 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.option("--verbose", "-v", is_flag=True, help=HELP_MSG_VERBOSE)
@click.argument("BUGREPORT_PATH", type=click.Path(exists=True))
@click.pass_context
-def check_bugreport(ctx, iocs, output, list_modules, module, bugreport_path):
+def check_bugreport(ctx, iocs, output, list_modules, module, verbose, bugreport_path):
+    set_verbose_logging(verbose)
    # Always generate hashes as bug reports are small.
    cmd = CmdAndroidCheckBugreport(target_path=bugreport_path,
                                   results_path=output, ioc_files=iocs,
@@ -173,9 +176,11 @@ def check_bugreport(ctx, iocs, output, list_modules, module, bugreport_path):
@click.option("--output", "-o", type=click.Path(exists=False),
              help=HELP_MSG_OUTPUT)
@click.option("--list-modules", "-l", is_flag=True, help=HELP_MSG_LIST_MODULES)
+@click.option("--verbose", "-v", is_flag=True, help=HELP_MSG_VERBOSE)
@click.argument("BACKUP_PATH", type=click.Path(exists=True))
@click.pass_context
-def check_backup(ctx, iocs, output, list_modules, backup_path):
+def check_backup(ctx, iocs, output, list_modules, verbose, backup_path):
+    set_verbose_logging(verbose)
    # Always generate hashes as backups are generally small.
    cmd = CmdAndroidCheckBackup(target_path=backup_path, results_path=output,
                                ioc_files=iocs, hashes=True)
@@ -205,9 +210,11 @@ def check_backup(ctx, iocs, output, list_modules, backup_path):
@click.option("--list-modules", "-l", is_flag=True, help=HELP_MSG_LIST_MODULES)
@click.option("--module", "-m", help=HELP_MSG_MODULE)
@click.option("--hashes", "-H", is_flag=True, help=HELP_MSG_HASHES)
+@click.option("--verbose", "-v", is_flag=True, help=HELP_MSG_VERBOSE)
@click.argument("ANDROIDQF_PATH", type=click.Path(exists=True))
@click.pass_context
-def check_androidqf(ctx, iocs, output, list_modules, module, hashes, androidqf_path):
+def check_androidqf(ctx, iocs, output, list_modules, module, hashes, verbose, androidqf_path):
+    set_verbose_logging(verbose)
    cmd = CmdAndroidCheckAndroidQF(target_path=androidqf_path,
                                   results_path=output, ioc_files=iocs,
                                   module_name=module, hashes=hashes)
--- a/mvt/android/cmd_check_backup.py
+++ b/mvt/android/cmd_check_backup.py
@@ -9,15 +9,15 @@ import os
 import sys
 import tarfile
 from pathlib import Path
-from typing import Callable, Optional, List
+from typing import List, Optional

 from rich.prompt import Prompt

+from mvt.android.modules.backup.base import BackupExtraction
 from mvt.android.parsers.backup import (AndroidBackupParsingError,
                                        InvalidBackupPassword, parse_ab_header,
                                        parse_backup_file)
 from mvt.common.command import Command
-from mvt.android.modules.backup.base import BackupExtraction

 from .modules.backup import BACKUP_MODULES

--- a/mvt/android/cmd_check_bugreport.py
+++ b/mvt/android/cmd_check_bugreport.py
@@ -6,11 +6,11 @@
 import logging
 import os
 from pathlib import Path
-from typing import Callable, Optional, List
+from typing import List, Optional
 from zipfile import ZipFile

-from mvt.common.command import Command
 from mvt.android.modules.bugreport.base import BugReportModule
+from mvt.common.command import Command

 from .modules.bugreport import BUGREPORT_MODULES

--- a/mvt/android/cmd_download_apks.py
+++ b/mvt/android/cmd_download_apks.py
@@ -21,15 +21,13 @@ log = logging.getLogger(__name__)
 class DownloadAPKs(AndroidExtraction):
    """DownloadAPKs is the main class operating the download of APKs
    from the device.
-
-
    """

    def __init__(
        self,
        results_path: Optional[str] = None,
        all_apks: Optional[bool] = False,
-        packages: Optional[list] = None
+        packages: Optional[list] = None,
    ) -> None:
        """Initialize module.
        :param results_path: Path to the folder where data should be stored
--- a/mvt/android/modules/adb/chrome_history.py
+++ b/mvt/android/modules/adb/chrome_history.py
@@ -31,6 +31,7 @@ class ChromeHistory(AndroidExtraction):
        super().__init__(file_path=file_path, target_path=target_path,
                         results_path=results_path, fast_mode=fast_mode,
                         log=log, results=results)
+        self.results = []

    def serialize(self, record: dict) -> Union[dict, list]:
        return {
@@ -55,6 +56,7 @@ class ChromeHistory(AndroidExtraction):
        :param db_path: Path to the History database to process.

        """
+        assert isinstance(self.results, list)  # assert results type for mypy
        conn = sqlite3.connect(db_path)
        cur = conn.cursor()
        cur.execute("""
--- a/mvt/android/modules/adb/files.py
+++ b/mvt/android/modules/adb/files.py
@@ -39,7 +39,7 @@ class Files(AndroidExtraction):
                         log=log, results=results)
        self.full_find = False

-    def serialize(self, record: dict) -> Union[dict, list]:
+    def serialize(self, record: dict) -> Union[dict, list, None]:
        if "modified_time" in record:
            return {
                "timestamp": record["modified_time"],
@@ -62,6 +62,9 @@ class Files(AndroidExtraction):
                self.detected.append(result)

    def backup_file(self, file_path: str) -> None:
+        if not self.results_path:
+            return
+
        local_file_name = file_path.replace("/", "_").replace(" ", "-")
        local_files_folder = os.path.join(self.results_path, "files")
        if not os.path.exists(local_files_folder):
@@ -79,6 +82,7 @@ class Files(AndroidExtraction):
                          file_path, local_file_path)

    def find_files(self, folder: str) -> None:
+        assert isinstance(self.results, list)
        if self.full_find:
            cmd = f"find '{folder}' -type f -printf '%T@ %m %s %u %g %p\n' 2> /dev/null"
            output = self._adb_command(cmd)
@@ -121,8 +125,7 @@ class Files(AndroidExtraction):
        for entry in self.results:
            self.log.info("Found file in tmp folder at path %s",
                          entry.get("path"))
-            if self.results_path:
-                self.backup_file(entry.get("path"))
+            self.backup_file(entry.get("path"))

        for media_folder in ANDROID_MEDIA_FOLDERS:
            self.find_files(media_folder)
--- a/mvt/android/modules/adb/getprop.py
+++ b/mvt/android/modules/adb/getprop.py
@@ -30,6 +30,16 @@ class Getprop(AndroidExtraction):

        self.results = {} if not results else results

+    def check_indicators(self) -> None:
+        if not self.indicators:
+            return
+
+        for result in self.results:
+            ioc = self.indicators.check_android_property_name(result.get("name", ""))
+            if ioc:
+                result["matched_indicator"] = ioc
+                self.detected.append(result)
+
    def run(self) -> None:
        self._adb_connect()
        output = self._adb_command("getprop")
@@ -38,13 +48,14 @@ class Getprop(AndroidExtraction):
        self.results = parse_getprop(output)

        # Alert if phone is outdated.
-        security_patch = self.results.get("ro.build.version.security_patch", "")
-        if security_patch:
-            patch_date = datetime.strptime(security_patch, "%Y-%m-%d")
+        for entry in self.results:
+            if entry.get("name", "") != "ro.build.version.security_patch":
+                continue
+            patch_date = datetime.strptime(entry["value"], "%Y-%m-%d")
            if (datetime.now() - patch_date) > timedelta(days=6*30):
                self.log.warning("This phone has not received security updates "
                                 "for more than six months (last update: %s)",
-                                 security_patch)
+                                 entry["value"])

        self.log.info("Extracted %d Android system properties",
                      len(self.results))
--- a/mvt/android/modules/adb/logcat.py
+++ b/mvt/android/modules/adb/logcat.py
@@ -30,9 +30,9 @@ class Logcat(AndroidExtraction):
        self._adb_connect()

        # Get the current logcat.
-        output = self._adb_command("logcat -d")
+        output = self._adb_command("logcat -d -b all \"*:V\"")
        # Get the locat prior to last reboot.
-        last_output = self._adb_command("logcat -L")
+        last_output = self._adb_command("logcat -L -b all \"*:V\"")

        if self.results_path:
            logcat_path = os.path.join(self.results_path,
--- a/mvt/android/modules/adb/packages.py
+++ b/mvt/android/modules/adb/packages.py
@@ -4,7 +4,7 @@
 #   https://license.mvt.re/1.1/

 import logging
-from typing import Optional, Union, List
+from typing import List, Optional, Union

 from rich.console import Console
 from rich.progress import track
--- a/mvt/android/modules/adb/sms.py
+++ b/mvt/android/modules/adb/sms.py
@@ -43,7 +43,7 @@ FROM sms;


 class SMS(AndroidExtraction):
-    """This module extracts all SMS messages containing links."""
+    """This module extracts all SMS messages."""

    def __init__(
        self,
@@ -77,8 +77,10 @@ class SMS(AndroidExtraction):
            if "body" not in message:
                continue

-            # TODO: check links exported from the body previously.
-            message_links = check_for_links(message["body"])
+            message_links = message.get("links", [])
+            if message_links == []:
+                message_links = check_for_links(message["body"])
+
            if self.indicators.check_domains(message_links):
                self.detected.append(message)

@@ -106,15 +108,16 @@ class SMS(AndroidExtraction):
            message["direction"] = ("received" if message["incoming"] == 1 else "sent")
            message["isodate"] = convert_unix_to_iso(message["timestamp"])

-            # If we find links in the messages or if they are empty we add
-            # them to the list of results.
-            if check_for_links(message["body"]) or message["body"].strip() == "":
-                self.results.append(message)
+            # Extract links in the message body
+            links = check_for_links(message["body"])
+            message["links"] = links
+
+            self.results.append(message)

        cur.close()
        conn.close()

-        self.log.info("Extracted a total of %d SMS messages containing links",
+        self.log.info("Extracted a total of %d SMS messages",
                      len(self.results))

    def _extract_sms_adb(self) -> None:
@@ -137,7 +140,7 @@ class SMS(AndroidExtraction):
                          "Android Backup Extractor")
            return

-        self.log.info("Extracted a total of %d SMS messages containing links",
+        self.log.info("Extracted a total of %d SMS messages",
                      len(self.results))

    def run(self) -> None:
--- a/mvt/android/modules/androidqf/base.py
+++ b/mvt/android/modules/androidqf/base.py
@@ -6,7 +6,7 @@
 import fnmatch
 import logging
 import os
-from typing import Union, List, Dict, Any, Optional
+from typing import Any, Dict, List, Optional, Union

 from mvt.common.module import MVTModule

--- a/mvt/android/modules/androidqf/dumpsys_packages.py
+++ b/mvt/android/modules/androidqf/dumpsys_packages.py
@@ -4,14 +4,12 @@
 #   https://license.mvt.re/1.1/

 import logging
-from datetime import datetime
-from typing import Optional, Union, List, Any, Dict
+from typing import Any, Dict, List, Optional, Union

 from mvt.android.modules.adb.packages import (DANGEROUS_PERMISSIONS,
                                              DANGEROUS_PERMISSIONS_THRESHOLD,
                                              ROOT_PACKAGES)
 from mvt.android.parsers.dumpsys import parse_dumpsys_packages
-from mvt.common.utils import convert_datetime_to_iso

 from .base import AndroidQFModule

--- a/mvt/android/modules/androidqf/dumpsys_receivers.py
+++ b/mvt/android/modules/androidqf/dumpsys_receivers.py
@@ -4,7 +4,7 @@
 #   https://license.mvt.re/1.1/

 import logging
-from typing import Optional, List, Dict, Union, Any
+from typing import Any, Dict, List, Optional, Union

 from mvt.android.modules.adb.dumpsys_receivers import (
    INTENT_DATA_SMS_RECEIVED, INTENT_NEW_OUTGOING_CALL,
--- a/mvt/android/modules/androidqf/getprop.py
+++ b/mvt/android/modules/androidqf/getprop.py
@@ -7,7 +7,7 @@ import logging
 from datetime import datetime, timedelta
 from typing import Optional

-from mvt.android.parsers import getprop
+from mvt.android.parsers.getprop import parse_getprop

 from .base import AndroidQFModule

@@ -41,7 +41,17 @@ class Getprop(AndroidQFModule):
        super().__init__(file_path=file_path, target_path=target_path,
                         results_path=results_path, fast_mode=fast_mode,
                         log=log, results=results)
-        self.results = {}
+        self.results = []
+
+    def check_indicators(self) -> None:
+        if not self.indicators:
+            return
+
+        for result in self.results:
+            ioc = self.indicators.check_android_property_name(result.get("name", ""))
+            if ioc:
+                result["matched_indicator"] = ioc
+                self.detected.append(result)

    def run(self) -> None:
        getprop_files = self._get_files_by_pattern("*/getprop.txt")
@@ -52,15 +62,15 @@ class Getprop(AndroidQFModule):
        with open(getprop_files[0]) as f:
            data = f.read()

-        self.results = getprop.parse_getprop(data)
+        self.results = parse_getprop(data)
        for entry in self.results:
-            if entry in INTERESTING_PROPERTIES:
-                self.log.info("%s: %s", entry, self.results[entry])
-            if entry == "ro.build.version.security_patch":
-                last_patch = datetime.strptime(self.results[entry], "%Y-%m-%d")
+            if entry["name"] in INTERESTING_PROPERTIES:
+                self.log.info("%s: %s", entry["name"], entry["value"])
+            if entry["name"] == "ro.build.version.security_patch":
+                last_patch = datetime.strptime(entry["value"], "%Y-%m-%d")
                if (datetime.now() - last_patch) > timedelta(days=6*31):
                    self.log.warning("This phone has not received security "
                                     "updates for more than six months "
-                                     "(last update: %s)", self.results[entry])
+                                     "(last update: %s)", entry["value"])

        self.log.info("Extracted a total of %d properties", len(self.results))
--- a/mvt/android/modules/androidqf/sms.py
+++ b/mvt/android/modules/androidqf/sms.py
@@ -1,7 +1,7 @@
-# Mobile Verification Toolkit (MVT) - Private
+# Mobile Verification Toolkit (MVT)
 # Copyright (c) 2021-2023 Claudio Guarnieri.
-# This file is part of MVT Private and its content is confidential.
-# Please refer to the project maintainers before sharing with others.
+# Use of this software is governed by the MVT License 1.1 that can be found at
+#   https://license.mvt.re/1.1

 import getpass
 import logging
--- a/mvt/android/modules/backup/base.py
+++ b/mvt/android/modules/backup/base.py
@@ -7,7 +7,7 @@ import fnmatch
 import logging
 import os
 from tarfile import TarFile
-from typing import Optional, List
+from typing import List, Optional

 from mvt.common.module import MVTModule

--- a/mvt/android/modules/backup/sms.py
+++ b/mvt/android/modules/backup/sms.py
@@ -8,6 +8,7 @@ from typing import Optional

 from mvt.android.modules.backup.base import BackupExtraction
 from mvt.android.parsers.backup import parse_sms_file
+from mvt.common.utils import check_for_links


 class SMS(BackupExtraction):
@@ -34,7 +35,11 @@ class SMS(BackupExtraction):
            if "body" not in message:
                continue

-            if self.indicators.check_domains(message["links"]):
+            message_links = message.get("links", [])
+            if message_links == []:
+                message_links = check_for_links(message.get("text", ""))
+
+            if self.indicators.check_domains(message_links):
                self.detected.append(message)

    def run(self) -> None:
@@ -50,5 +55,5 @@ class SMS(BackupExtraction):
            data = self._get_file_content(file)
            self.results.extend(parse_sms_file(data))

-        self.log.info("Extracted a total of %d SMS & MMS messages containing links",
+        self.log.info("Extracted a total of %d SMS & MMS messages",
                      len(self.results))
--- a/mvt/android/modules/bugreport/base.py
+++ b/mvt/android/modules/bugreport/base.py
@@ -6,7 +6,7 @@
 import fnmatch
 import logging
 import os
-from typing import Optional, List
+from typing import List, Optional
 from zipfile import ZipFile

 from mvt.common.module import MVTModule
--- a/mvt/android/parsers/backup.py
+++ b/mvt/android/parsers/backup.py
@@ -218,10 +218,9 @@ def parse_sms_file(data):
        entry["isodate"] = convert_unix_to_iso(int(entry["date"]) / 1000)
        entry["direction"] = ("sent" if int(entry["date_sent"]) else "received")

-        # If we find links in the messages or if they are empty we add them to
-        # the list.
+        # Extract links from the body
        if message_links or entry["body"].strip() == "":
            entry["links"] = message_links
-            res.append(entry)
+        res.append(entry)

    return res
--- a/mvt/android/parsers/dumpsys.py
+++ b/mvt/android/parsers/dumpsys.py
@@ -4,8 +4,8 @@
 #   https://license.mvt.re/1.1/

 import re
-from typing import List, Dict, Any
 from datetime import datetime
+from typing import Any, Dict, List

 from mvt.common.utils import convert_datetime_to_iso

--- a/mvt/android/parsers/getprop.py
+++ b/mvt/android/parsers/getprop.py
@@ -4,10 +4,11 @@
 #   https://license.mvt.re/1.1/

 import re
+from typing import Dict, List


-def parse_getprop(output: str) -> dict:
-    results = {}
+def parse_getprop(output: str) -> List[Dict[str, str]]:
+    results = []
    rxp = re.compile(r"\[(.+?)\]: \[(.+?)\]")

    for line in output.splitlines():
@@ -19,8 +20,10 @@ def parse_getprop(output: str) -> dict:
        if not matches or len(matches[0]) != 2:
            continue

-        key = matches[0][0]
-        value = matches[0][1]
-        results[key] = value
+        entry = {
+            "name": matches[0][0],
+            "value": matches[0][1]
+        }
+        results.append(entry)

    return results
--- a/mvt/common/cmd_check_iocs.py
+++ b/mvt/common/cmd_check_iocs.py
@@ -30,6 +30,7 @@ class CmdCheckIOCS(Command):
        self.name = "check-iocs"

    def run(self) -> None:
+        assert self.target_path is not None
        all_modules = []
        for entry in self.modules:
            if entry not in all_modules:
--- a/mvt/common/command.py
+++ b/mvt/common/command.py
@@ -3,17 +3,18 @@
 # Use of this software is governed by the MVT License 1.1 that can be found at
 #   https://license.mvt.re/1.1/

-import hashlib
 import json
 import logging
 import os
 import sys
 from datetime import datetime
-from typing import Callable, Optional
+from typing import Optional

 from mvt.common.indicators import Indicators
-from mvt.common.module import run_module, save_timeline, MVTModule
-from mvt.common.utils import convert_datetime_to_iso, generate_hashes_from_path, get_sha256_from_file_path
+from mvt.common.module import MVTModule, run_module, save_timeline
+from mvt.common.utils import (convert_datetime_to_iso,
+                              generate_hashes_from_path,
+                              get_sha256_from_file_path)
 from mvt.common.version import MVT_VERSION


@@ -41,20 +42,21 @@ class Command:
        self.fast_mode = fast_mode
        self.log = log

-        self.iocs = Indicators(log=log)
-        self.iocs.load_indicators_files(self.ioc_files)
-
        # This list will contain all executed modules.
        # We can use this to reference e.g. self.executed[0].results.
        self.executed = []
-
        self.detected_count = 0
-
        self.hashes = hashes
        self.hash_values = []
        self.timeline = []
        self.timeline_detected = []

+        # Load IOCs
+        self._create_storage()
+        self._setup_logging()
+        self.iocs = Indicators(log=log)
+        self.iocs.load_indicators_files(self.ioc_files)
+
    def _create_storage(self) -> None:
        if self.results_path and not os.path.exists(self.results_path):
            try:
@@ -64,10 +66,11 @@ class Command:
                                  self.results_path, exc)
                sys.exit(1)

-    def _add_log_file_handler(self, logger: logging.Logger) -> None:
+    def _setup_logging(self):
        if not self.results_path:
            return

+        logger = logging.getLogger("mvt")
        file_handler = logging.FileHandler(os.path.join(self.results_path,
                                                        "command.log"))
        formatter = logging.Formatter("%(asctime)s - %(name)s - "
@@ -121,7 +124,7 @@ class Command:

        if self.target_path and (os.environ.get("MVT_HASH_FILES") or self.hashes):
            info_hash = get_sha256_from_file_path(info_path)
-            self.log.warning("Reference hash of the info.json file : %s", info_hash)
+            self.log.info("Reference hash of the info.json file: \"%s\"", info_hash)

    def generate_hashes(self) -> None:
        """
@@ -149,8 +152,6 @@ class Command:
        raise NotImplementedError

    def run(self) -> None:
-        self._create_storage()
-        self._add_log_file_handler(self.log)

        try:
            self.init()
@@ -161,8 +162,8 @@ class Command:
            if self.module_name and module.__name__ != self.module_name:
                continue

+            # FIXME: do we need the logger here
            module_logger = logging.getLogger(module.__module__)
-            self._add_log_file_handler(module_logger)

            m = module(target_path=self.target_path,
                       results_path=self.results_path,
--- a/mvt/common/help.py
+++ b/mvt/common/help.py
@@ -10,6 +10,7 @@ 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"
 HELP_MSG_HASHES = "Generate hashes of all the files analyzed"
+HELP_MSG_VERBOSE = "Verbose mode"

 # Android-specific.
 HELP_MSG_SERIAL = "Specify a device serial number or HOST:PORT connection string"
--- a/mvt/common/indicators.py
+++ b/mvt/common/indicators.py
@@ -6,7 +6,7 @@
 import json
 import logging
 import os
-from typing import Optional, Union
+from typing import Any, Dict, Iterator, List, Optional, Union

 from appdirs import user_data_dir

@@ -15,15 +15,17 @@ from .url import URL
 MVT_DATA_FOLDER = user_data_dir("mvt")
 MVT_INDICATORS_FOLDER = os.path.join(MVT_DATA_FOLDER, "indicators")

+logger = logging.getLogger(__name__)
+

 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, log=logging.Logger) -> None:
+    def __init__(self, log=logger) -> None:
        self.log = log
-        self.ioc_collections = []
+        self.ioc_collections: List[Dict[str, Any]] = []
        self.total_ioc_count = 0

    def _load_downloaded_indicators(self) -> None:
@@ -72,6 +74,7 @@ class Indicators:
            "files_sha256": [],
            "app_ids": [],
            "ios_profile_ids": [],
+            "android_property_names": [],
            "count": 0,
        }

@@ -121,6 +124,11 @@ class Indicators:
                                ioc_coll=collection,
                                ioc_coll_list=collection["ios_profile_ids"])

+        elif key == "android-property:name":
+            self._add_indicator(ioc=value,
+                                ioc_coll=collection,
+                                ioc_coll_list=collection["android_property_names"])
+
    def parse_stix2(self, file_path: str) -> None:
        """Extract indicators from a STIX2 file.

@@ -209,7 +217,7 @@ class Indicators:
        self.log.info("Loaded a total of %d unique indicators",
                      self.total_ioc_count)

-    def get_iocs(self, ioc_type: str) -> Union[dict, None]:
+    def get_iocs(self, ioc_type: str) -> Iterator[Dict[str, Any]]:
        for ioc_collection in self.ioc_collections:
            for ioc in ioc_collection.get(ioc_type, []):
                yield {
@@ -227,10 +235,10 @@ class Indicators:
        :returns: Indicator details if matched, otherwise None

        """
-        # TODO: If the IOC domain contains a subdomain, it is not currently
-        #       being matched.
        if not url:
            return None
+        if not isinstance(url, str):
+            return None

        try:
            # First we use the provided URL.
@@ -241,15 +249,17 @@ class Indicators:
                # HTTP HEAD request.
                unshortened = orig_url.unshorten()

-                # self.log.info("Found a shortened URL %s -> %s",
-                #               url, unshortened)
+                self.log.debug("Found a shortened URL %s -> %s",
+                               url, unshortened)
+                if unshortened is None:
+                    return None

                # Now we check for any nested URL shorteners.
                dest_url = URL(unshortened)
                if dest_url.check_if_shortened():
-                    # self.log.info("Original URL %s appears to shorten another "
-                    #               "shortened URL %s ... checking!",
-                    #               orig_url.url, dest_url.url)
+                    self.log.debug("Original URL %s appears to shorten another "
+                                   "shortened URL %s ... checking!",
+                                   orig_url.url, dest_url.url)
                    return self.check_domain(dest_url.url)

                final_url = dest_url
@@ -436,7 +446,7 @@ class Indicators:

        return None

-    def check_file_path_process(self, file_path: str) -> Union[dict, None]:
+    def check_file_path_process(self, file_path: str) -> Optional[Dict[str, Any]]:
        """Check the provided file path contains a process name from the
        list of indicators

@@ -457,6 +467,8 @@ class Indicators:
                                  file_path, ioc["name"])
                return ioc

+        return None
+
    def check_profile(self, profile_uuid: str) -> Union[dict, None]:
        """Check the provided configuration profile UUID against the list of
        indicators.
@@ -519,3 +531,23 @@ class Indicators:
                return ioc

        return None
+
+    def check_android_property_name(self, property_name: str) -> Optional[dict]:
+        """Check the android property name against the list of indicators.
+
+        :param property_name: Name of the Android property
+        :type property_name: str
+        :returns: Indicator details if matched, otherwise None
+
+        """
+        if property_name is None:
+            return None
+
+        for ioc in self.get_iocs("android_property_names"):
+            if property_name.lower() == ioc["value"].lower():
+                self.log.warning("Found a known suspicious Android property \"%s\" "
+                                 "matching indicators from \"%s\"", property_name,
+                                 ioc["name"])
+                return ioc
+
+        return None
--- a/mvt/common/module.py
+++ b/mvt/common/module.py
@@ -7,7 +7,7 @@ import csv
 import logging
 import os
 import re
-from typing import Callable, Optional, Union, List, Any, Dict
+from typing import Any, Dict, List, Optional, Union

 import simplejson as json

@@ -28,7 +28,7 @@ class MVTModule:
    """This class provides a base for all extraction modules."""

    enabled = True
-    slug = None
+    slug: Optional[str] = None

    def __init__(
        self,
@@ -61,12 +61,12 @@ class MVTModule:
        self.log = log
        self.indicators = None
        self.results = results if results else []
-        self.detected = []
-        self.timeline = []
-        self.timeline_detected = []
+        self.detected: List[Dict[str, Any]] = []
+        self.timeline: List[Dict[str, str]] = []
+        self.timeline_detected: List[Dict[str, str]] = []

    @classmethod
-    def from_json(cls, json_path: str, log: logging.Logger = None):
+    def from_json(cls, json_path: str, log: logging.Logger):
        with open(json_path, "r", encoding="utf-8") as handle:
            results = json.load(handle)
            if log:
@@ -116,7 +116,7 @@ class MVTModule:
            with open(detected_json_path, "w", encoding="utf-8") as handle:
                json.dump(self.detected, handle, indent=4, default=str)

-    def serialize(self, record: dict) -> Union[dict, list]:
+    def serialize(self, record: dict) -> Union[dict, list, None]:
        raise NotImplementedError

    @staticmethod
@@ -159,7 +159,7 @@ class MVTModule:
        raise NotImplementedError


-def run_module(module: Callable) -> None:
+def run_module(module: MVTModule) -> None:
    module.log.info("Running module %s...", module.__class__.__name__)

    try:
@@ -185,6 +185,10 @@ def run_module(module: Callable) -> None:
        except NotImplementedError:
            module.log.info("The %s module does not support checking for indicators",
                            module.__class__.__name__)
+        except Exception as exc:
+            module.log.exception("Error when checking indicators from module %s: %s",
+                                 module.__class__.__name__, exc)
+
        else:
            if module.indicators and not module.detected:
                module.log.info("The %s module produced no detections!",
@@ -194,6 +198,9 @@ def run_module(module: Callable) -> None:
            module.to_timeline()
        except NotImplementedError:
            pass
+        except Exception as exc:
+            module.log.exception("Error when serializing data from module %s: %s",
+                                 module.__class__.__name__, exc)

        module.save_to_json()

--- a/mvt/common/updates.py
+++ b/mvt/common/updates.py
@@ -6,6 +6,7 @@
 import logging
 import os
 from datetime import datetime
+from typing import Optional, Tuple

 import requests
 import yaml
@@ -83,7 +84,7 @@ class IndicatorsUpdates:
        with open(self.latest_update_path, "w", encoding="utf-8") as handle:
            handle.write(str(timestamp))

-    def get_remote_index(self) -> dict:
+    def get_remote_index(self) -> Optional[dict]:
        url = self.github_raw_url.format(self.index_owner, self.index_repo,
                                         self.index_branch, self.index_path)
        res = requests.get(url)
@@ -94,7 +95,7 @@ class IndicatorsUpdates:

        return yaml.safe_load(res.content)

-    def download_remote_ioc(self, ioc_url: str) -> str:
+    def download_remote_ioc(self, ioc_url: str) -> Optional[str]:
        res = requests.get(ioc_url)
        if res.status_code != 200:
            log.error("Failed to download indicators file from %s (error %d)",
@@ -116,6 +117,9 @@ class IndicatorsUpdates:
            os.makedirs(MVT_INDICATORS_FOLDER)

        index = self.get_remote_index()
+        if not index:
+            return
+
        for ioc in index.get("indicators", []):
            ioc_type = ioc.get("type", "")

@@ -171,7 +175,7 @@ class IndicatorsUpdates:

        return latest_commit_ts

-    def should_check(self) -> (bool, int):
+    def should_check(self) -> Tuple[bool, int]:
        now = datetime.utcnow()
        latest_check_ts = self.get_latest_check()
        latest_check_dt = datetime.fromtimestamp(latest_check_ts)
@@ -182,7 +186,7 @@ class IndicatorsUpdates:
        if diff_hours >= INDICATORS_CHECK_FREQUENCY:
            return True, 0

-        return False, INDICATORS_CHECK_FREQUENCY - diff_hours
+        return False, int(INDICATORS_CHECK_FREQUENCY - diff_hours)

    def check(self) -> bool:
        self.set_latest_check()
@@ -197,6 +201,9 @@ class IndicatorsUpdates:
            return True

        index = self.get_remote_index()
+        if not index:
+            return False
+
        for ioc in index.get("indicators", []):
            if ioc.get("type", "") != "github":
                continue
--- a/mvt/common/utils.py
+++ b/mvt/common/utils.py
@@ -3,11 +3,14 @@
 # Use of this software is governed by the MVT License 1.1 that can be found at
 #   https://license.mvt.re/1.1/

-import os
 import datetime
 import hashlib
+import logging
+import os
 import re
-from typing import Union, Iterator
+from typing import Any, Iterator, Union
+
+from rich.logging import RichHandler


 def convert_chrometime_to_datetime(timestamp: int) -> datetime.datetime:
@@ -51,7 +54,7 @@ def convert_unix_to_utc_datetime(
    return datetime.datetime.utcfromtimestamp(float(timestamp))


-def convert_unix_to_iso(timestamp: int) -> str:
+def convert_unix_to_iso(timestamp: Union[int, float, str]) -> str:
    """Converts a unix epoch to ISO string.

    :param timestamp: Epoc timestamp to convert.
@@ -125,7 +128,7 @@ def check_for_links(text: str) -> list:

 # Note: taken from here:
 # https://stackoverflow.com/questions/57014259/json-dumps-on-dictionary-with-bytes-for-keys
-def keys_bytes_to_string(obj) -> str:
+def keys_bytes_to_string(obj: Any) -> Any:
    """Convert object keys from bytes to string.

    :param obj: Object to convert from bytes to string.
@@ -161,9 +164,12 @@ def get_sha256_from_file_path(file_path: str) -> str:

    """
    sha256_hash = hashlib.sha256()
-    with open(file_path, "rb") as handle:
-        for byte_block in iter(lambda: handle.read(4096), b""):
-            sha256_hash.update(byte_block)
+    try:
+        with open(file_path, "rb") as handle:
+            for byte_block in iter(lambda: handle.read(4096), b""):
+                sha256_hash.update(byte_block)
+    except OSError:
+        return ""

    return sha256_hash.hexdigest()

@@ -194,3 +200,28 @@ def generate_hashes_from_path(path: str, log) -> Iterator[dict]:
                    continue

                yield {"file_path": file_path, "sha256": sha256}
+
+
+def init_logging(verbose: bool = False):
+    """
+    Initialise logging for the MVT module
+    """
+    # Setup logging using Rich.
+    log = logging.getLogger("mvt")
+    log.setLevel(logging.DEBUG)
+    consoleHandler = RichHandler(show_path=False, log_time_format="%X")
+    consoleHandler.setFormatter(logging.Formatter("[%(name)s] %(message)s"))
+    if verbose:
+        consoleHandler.setLevel(logging.DEBUG)
+    else:
+        consoleHandler.setLevel(logging.INFO)
+    log.addHandler(consoleHandler)
+
+
+def set_verbose_logging(verbose: bool = False):
+    log = logging.getLogger("mvt")
+    handler = log.handlers[0]
+    if verbose:
+        handler.setLevel(logging.DEBUG)
+    else:
+        handler.setLevel(logging.INFO)
--- a/mvt/common/version.py
+++ b/mvt/common/version.py
@@ -3,4 +3,4 @@
 # Use of this software is governed by the MVT License 1.1 that can be found at
 #   https://license.mvt.re/1.1/

-MVT_VERSION = "2.2.2"
+MVT_VERSION = "2.2.6"
--- a/mvt/ios/cli.py
+++ b/mvt/ios/cli.py
@@ -3,22 +3,22 @@
 # Use of this software is governed by the MVT License 1.1 that can be found at
 #   https://license.mvt.re/1.1/

+import json
 import logging
 import os
-import json

 import click
-from rich.logging import RichHandler
 from rich.prompt import Prompt

 from mvt.common.cmd_check_iocs import CmdCheckIOCS
-from mvt.common.help import (HELP_MSG_FAST, HELP_MSG_IOC,
+from mvt.common.help import (HELP_MSG_FAST, HELP_MSG_HASHES, HELP_MSG_IOC,
                             HELP_MSG_LIST_MODULES, HELP_MSG_MODULE,
-                             HELP_MSG_OUTPUT, HELP_MSG_HASHES)
+                             HELP_MSG_OUTPUT, HELP_MSG_VERBOSE)
 from mvt.common.logo import logo
 from mvt.common.options import MutuallyExclusiveOption
 from mvt.common.updates import IndicatorsUpdates
-from mvt.common.utils import generate_hashes_from_path
+from mvt.common.utils import (generate_hashes_from_path, init_logging,
+                              set_verbose_logging)

 from .cmd_check_backup import CmdIOSCheckBackup
 from .cmd_check_fs import CmdIOSCheckFS
@@ -27,11 +27,8 @@ from .modules.backup import BACKUP_MODULES
 from .modules.fs import FS_MODULES
 from .modules.mixed import MIXED_MODULES

-# Setup logging using Rich.
-LOG_FORMAT = "[%(name)s] %(message)s"
-logging.basicConfig(level="INFO", format=LOG_FORMAT, handlers=[
-    RichHandler(show_path=False, log_time_format="%X")])
-log = logging.getLogger(__name__)
+init_logging()
+log = logging.getLogger("mvt")

 # Set this environment variable to a password if needed.
 MVT_IOS_BACKUP_PASSWORD = "MVT_IOS_BACKUP_PASSWORD"
@@ -166,9 +163,12 @@ def extract_key(password, key_file, backup_path):
@click.option("--list-modules", "-l", is_flag=True, help=HELP_MSG_LIST_MODULES)
@click.option("--module", "-m", help=HELP_MSG_MODULE)
@click.option("--hashes", "-H", is_flag=True, help=HELP_MSG_HASHES)
+@click.option("--verbose", "-v", is_flag=True, help=HELP_MSG_VERBOSE)
@click.argument("BACKUP_PATH", type=click.Path(exists=True))
@click.pass_context
-def check_backup(ctx, iocs, output, fast, list_modules, module, hashes, backup_path):
+def check_backup(ctx, iocs, output, fast, list_modules, module, hashes, verbose, backup_path):
+    set_verbose_logging(verbose)
+
    cmd = CmdIOSCheckBackup(target_path=backup_path, results_path=output,
                            ioc_files=iocs, module_name=module, fast_mode=fast,
                            hashes=hashes)
@@ -199,9 +199,11 @@ def check_backup(ctx, iocs, output, fast, list_modules, module, hashes, backup_p
@click.option("--list-modules", "-l", is_flag=True, help=HELP_MSG_LIST_MODULES)
@click.option("--module", "-m", help=HELP_MSG_MODULE)
@click.option("--hashes", "-H", is_flag=True, help=HELP_MSG_HASHES)
+@click.option("--verbose", "-v", is_flag=True, help=HELP_MSG_VERBOSE)
@click.argument("DUMP_PATH", type=click.Path(exists=True))
@click.pass_context
-def check_fs(ctx, iocs, output, fast, list_modules, module, hashes, dump_path):
+def check_fs(ctx, iocs, output, fast, list_modules, module, hashes, verbose, dump_path):
+    set_verbose_logging(verbose)
    cmd = CmdIOSCheckFS(target_path=dump_path, results_path=output,
                        ioc_files=iocs, module_name=module, fast_mode=fast,
                        hashes=hashes)
--- a/mvt/ios/modules/base.py
+++ b/mvt/ios/modules/base.py
@@ -34,7 +34,6 @@ class IOSExtraction(MVTModule):

        self.is_backup = False
        self.is_fs_dump = False
-        self.is_sysdiagnose = False

    def _recover_sqlite_db_if_needed(self, file_path: str,
                                     forced: Optional[bool] = False) -> None:
--- a/mvt/ios/modules/fs/analytics.py
+++ b/mvt/ios/modules/fs/analytics.py
@@ -3,6 +3,7 @@
 # Use of this software is governed by the MVT License 1.1 that can be found at
 #   https://license.mvt.re/1.1/

+import copy
 import logging
 import plistlib
 import sqlite3
@@ -55,18 +56,20 @@ class Analytics(IOSExtraction):
                if ioc:
                    self.log.warning("Found mention of a malicious process \"%s\" in %s file at %s",
                                     value, result["artifact"],
-                                     result["timestamp"])
-                    result["matched_indicator"] = ioc
-                    self.detected.append(result)
+                                     result["isodate"])
+                    new_result = copy.copy(result)
+                    new_result["matched_indicator"] = ioc
+                    self.detected.append(new_result)
                    continue

                ioc = self.indicators.check_domain(value)
                if ioc:
                    self.log.warning("Found mention of a malicious domain \"%s\" in %s file at %s",
                                     value, result["artifact"],
-                                     result["timestamp"])
-                    result["matched_indicator"] = ioc
-                    self.detected.append(result)
+                                     result["isodate"])
+                    new_result = copy.copy(result)
+                    new_result["matched_indicator"] = ioc
+                    self.detected.append(new_result)

    def _extract_analytics_data(self):
        artifact = self.file_path.split("/")[-1]
--- a/mvt/ios/modules/fs/filesystem.py
+++ b/mvt/ios/modules/fs/filesystem.py
@@ -15,8 +15,6 @@ from ..base import IOSExtraction
 class Filesystem(IOSExtraction):
    """This module extracts creation and modification date of files from a
    full file-system dump.
-
-
    """

    def __init__(
--- a/mvt/ios/modules/mixed/init.py
+++ b/mvt/ios/modules/mixed/init.py
@@ -3,6 +3,8 @@
 # Use of this software is governed by the MVT License 1.1 that can be found at
 #   https://license.mvt.re/1.1/

+from .applications import Applications
+from .calendar import Calendar
 from .calls import Calls
 from .chrome_favicon import ChromeFavicon
 from .chrome_history import ChromeHistory
@@ -28,4 +30,5 @@ MIXED_MODULES = [Calls, ChromeFavicon, ChromeHistory, Contacts, FirefoxFavicon,
                 FirefoxHistory, IDStatusCache, InteractionC, LocationdClients,
                 OSAnalyticsADDaily, Datausage, SafariBrowserState, SafariHistory,
                 TCC, SMS, SMSAttachments, WebkitResourceLoadStatistics,
-                 WebkitSessionResourceLog, Whatsapp, Shortcuts]
+                 WebkitSessionResourceLog, Whatsapp, Shortcuts, Applications,
+                 Calendar]
--- a/mvt/ios/modules/mixed/applications.py
+++ b/mvt/ios/modules/mixed/applications.py
@@ -0,0 +1,123 @@
+# Mobile Verification Toolkit (MVT)
+# Copyright (c) 2021-2023 Claudio Guarnieri.
+# Use of this software is governed by the MVT License 1.1 that can be found at
+#   https://license.mvt.re/1.1/
+
+import hashlib
+import logging
+import os
+import plistlib
+from datetime import datetime, timezone
+from typing import Any, Dict, Optional, Union
+
+from mvt.common.module import DatabaseNotFoundError
+from mvt.common.utils import convert_datetime_to_iso
+from mvt.ios.modules.base import IOSExtraction
+
+APPLICATIONS_DB_PATH = [
+    "private/var/containers/Bundle/Application/*/iTunesMetadata.plist"
+]
+
+
+class Applications(IOSExtraction):
+    """Extract information from accounts installed on the phone."""
+    def __init__(
+        self,
+        file_path: Optional[str] = None,
+        target_path: Optional[str] = None,
+        results_path: Optional[str] = None,
+        fast_mode: Optional[bool] = False,
+        log: logging.Logger = logging.getLogger(__name__),
+        results: Optional[list] = None
+    ) -> None:
+        super().__init__(file_path=file_path, target_path=target_path,
+                         results_path=results_path, fast_mode=fast_mode,
+                         log=log, results=results)
+
+    def serialize(self, record: dict) -> Union[dict, list]:
+        if "isodate" in record:
+            return {
+                "timestamp": record["isodate"],
+                "module": self.__class__.__name__,
+                "event": "app_installed",
+                "data": f"App {record.get('name', '')} version {record.get('bundleShortVersionString', '')} from {record.get('artistName', '')} installed from {record.get('sourceApp', '')}"
+            }
+        return []
+
+    def check_indicators(self) -> None:
+        for result in self.results:
+            if self.indicators:
+                ioc = self.indicators.check_process(result["softwareVersionBundleId"])
+                if ioc:
+                    self.log.warning("Malicious application %s identified", result["softwareVersionBundleId"])
+                    result["matched_indicator"] = ioc
+                    self.detected.append(result)
+                    continue
+
+                ioc = self.indicators.check_app_id(result["softwareVersionBundleId"])
+                if ioc:
+                    self.log.warning("Malicious application %s identified", result["softwareVersionBundleId"])
+                    result["matched_indicator"] = ioc
+                    self.detected.append(result)
+                    continue
+
+            if result.get("sourceApp", "com.apple.AppStore") not in ["com.apple.AppStore", "com.apple.dmd", "dmd"]:
+                self.log.warning("Suspicious app not installed from the App Store or MDM: %s", result["softwareVersionBundleId"])
+                self.detected.append(result)
+
+    def _parse_itunes_timestamp(self, entry: Dict[str, Any]) -> None:
+        """
+        Parse the iTunes metadata info
+        """
+        if entry.get("com.apple.iTunesStore.downloadInfo", {}).get("purchaseDate", None):
+            timestamp = datetime.strptime(
+                entry["com.apple.iTunesStore.downloadInfo"]["purchaseDate"],
+                "%Y-%m-%dT%H:%M:%SZ")
+            timestamp_utc = timestamp.astimezone(timezone.utc)
+            entry["isodate"] = convert_datetime_to_iso(timestamp_utc)
+
+    def _parse_itunes_metadata(self, plist_path: str) -> None:
+        """
+        Parse iTunesMetadata.plist file from an application in fs dump
+        """
+        with open(plist_path, "rb") as f:
+            entry = plistlib.load(f)
+
+        entry["file_path"] = plist_path
+        self._parse_itunes_timestamp(entry)
+        self.results.append(entry)
+
+    def _parse_info_plist(self, plist_path: str) -> None:
+        """
+        Parse Info.plist file from backup
+        """
+        with open(plist_path, "rb") as f:
+            data = plistlib.load(f)
+
+        for app in data.get("Applications", {}):
+            app_data = data["Applications"][app]
+            entry = {"name": app}
+            metadata = plistlib.loads(app_data["iTunesMetadata"])
+            entry.update(metadata)
+
+            self._parse_itunes_timestamp(entry)
+
+            if "PlaceholderIcon" in app_data:
+                sha256_hash = hashlib.sha256()
+                sha256_hash.update(app_data["PlaceholderIcon"])
+                entry["icon_sha256"] = sha256_hash.hexdigest()
+
+            self.results.append(entry)
+
+    def run(self) -> None:
+        if self.is_backup:
+            plist_path = os.path.join(self.target_path, "Info.plist")
+            if not os.path.isfile(plist_path):
+                raise DatabaseNotFoundError("Impossible to find Info.plist file")
+            self._parse_info_plist(plist_path)
+        elif self.is_fs_dump:
+            for file_path in self._get_fs_files_from_patterns(APPLICATIONS_DB_PATH):
+                self._parse_itunes_metadata(file_path)
+
+        self.log.info("Extracted a total of %d applications",
+                      len(self.results))
--- a/mvt/ios/modules/mixed/calendar.py
+++ b/mvt/ios/modules/mixed/calendar.py
@@ -0,0 +1,136 @@
+# Mobile Verification Toolkit (MVT)
+# Copyright (c) 2021-2023 Claudio Guarnieri.
+# Use of this software is governed by the MVT License 1.1 that can be found at
+#   https://license.mvt.re/1.1/
+
+import logging
+import sqlite3
+from typing import Optional, Union
+
+from mvt.common.utils import convert_mactime_to_iso
+
+from ..base import IOSExtraction
+
+CALENDAR_BACKUP_IDS = [
+    "2041457d5fe04d39d0ab481178355df6781e6858",
+]
+CALENDAR_ROOT_PATHS = [
+    "private/var/mobile/Library/Calendar/Calendar.sqlitedb"
+]
+
+
+class Calendar(IOSExtraction):
+    """This module extracts all calendar entries."""
+
+    def __init__(
+        self,
+        file_path: Optional[str] = None,
+        target_path: Optional[str] = None,
+        results_path: Optional[str] = None,
+        fast_mode: Optional[bool] = False,
+        log: logging.Logger = logging.getLogger(__name__),
+        results: Optional[list] = None
+    ) -> None:
+        super().__init__(file_path=file_path, target_path=target_path,
+                         results_path=results_path, fast_mode=fast_mode,
+                         log=log, results=results)
+        self.timestamps = [
+            "start_date",
+            "end_date",
+            "last_modified",
+            "creation_date",
+            "participant_last_modified"
+        ]
+
+    def serialize(self, record: dict) -> Union[dict, list]:
+        records = []
+        for timestamp in self.timestamps:
+            if timestamp not in record or not record[timestamp]:
+                continue
+
+            records.append({
+                "timestamp": record[timestamp],
+                "module": self.__class__.__name__,
+                "event": timestamp,
+                "data": f"Calendar event {record['summary']} ({record['description']}) "
+                        f"(invitation by {record['participant_email']})"
+            })
+        return records
+
+    def check_indicators(self) -> None:
+        for result in self.results:
+            if result["participant_email"] and self.indicators:
+                ioc = self.indicators.check_email(result["participant_email"])
+                if ioc:
+                    result["matched_indicator"] = ioc
+                    self.detected.append(result)
+                    continue
+
+            # Custom check for Quadream exploit
+            if result["summary"] == "Meeting" and result["description"] == "Notes":
+                self.log.warning("Potential Quadream exploit event identified: %s", result["uuid"])
+                self.detected.append(result)
+
+    def _parse_calendar_db(self):
+        """
+        Parse the calendar database
+        """
+        conn = sqlite3.connect(self.file_path)
+        cur = conn.cursor()
+
+        cur.execute("""
+        SELECT
+            CalendarItem.ROWID as "id",
+            CalendarItem.summary as "summary",
+            CalendarItem.description as "description",
+            CalendarItem.start_date as "start_date",
+            CalendarItem.end_date as "end_date",
+            CalendarItem.all_day as "all_day",
+            CalendarItem.calendar_id as "calendar_id",
+            CalendarItem.organizer_id as "organizer_id",
+            CalendarItem.url as "url",
+            CalendarItem.last_modified as "last_modified",
+            CalendarItem.external_id as "external_id",
+            CalendarItem.external_mod_tag as "external_mod_tag",
+            CalendarItem.unique_identifier as "unique_identifier",
+            CalendarItem.hidden as "hidden",
+            CalendarItem.UUID as "uuid",
+            CalendarItem.creation_date as "creation_date",
+            CalendarItem.action as "action",
+            CalendarItem.created_by_id as "created_by_id",
+            Participant.UUID as "participant_uuid",
+            Participant.email as "participant_email",
+            Participant.phone_number as "participant_phone",
+            Participant.comment as "participant_comment",
+            Participant.last_modified as "participant_last_modified"
+        FROM CalendarItem
+            LEFT JOIN Participant ON Participant.ROWID = CalendarItem.organizer_id;
+        """)
+
+        names = [description[0] for description in cur.description]
+        for item in cur:
+            entry = {}
+            for index, value in enumerate(item):
+                if names[index] in self.timestamps:
+                    if value is None or isinstance(value, str):
+                        entry[names[index]] = value
+                    else:
+                        entry[names[index]] = convert_mactime_to_iso(value)
+                else:
+                    entry[names[index]] = value
+
+            self.results.append(entry)
+
+        cur.close()
+        conn.close()
+
+    def run(self) -> None:
+        self._find_ios_database(backup_ids=CALENDAR_BACKUP_IDS,
+                                root_paths=CALENDAR_ROOT_PATHS)
+        self.log.info("Found calendar database at path: %s",
+                      self.file_path)
+
+        self._parse_calendar_db()
+
+        self.log.info("Extracted a total of %d calendar items",
+                      len(self.results))
--- a/mvt/ios/modules/mixed/interactionc.py
+++ b/mvt/ios/modules/mixed/interactionc.py
@@ -17,6 +17,200 @@ INTERACTIONC_BACKUP_IDS = [
 INTERACTIONC_ROOT_PATHS = [
    "private/var/mobile/Library/CoreDuet/People/interactionC.db",
 ]
+# Taken from APOLLO
+# https://github.com/mac4n6/APOLLO/blob/master/modules/interaction_contact_interactions.txt
+QUERIES = [
+    """SELECT
+            ZINTERACTIONS.ZSTARTDATE AS "start_date",
+            ZINTERACTIONS.ZENDDATE AS "end_date",
+            ZINTERACTIONS.ZBUNDLEID AS "bundle_id",
+            ZINTERACTIONS.ZACCOUNT AS "account",
+            ZINTERACTIONS.ZTARGETBUNDLEID AS "target_bundle_id",
+            CASE ZINTERACTIONS.ZDIRECTION
+                WHEN '0' THEN 'INCOMING'
+                WHEN '1' THEN 'OUTGOING'
+            END 'DIRECTION' AS "direction",
+            ZCONTACTS.ZDISPLAYNAME AS "sender_display_name",
+            ZCONTACTS.ZIDENTIFIER AS "sender_identifier",
+            ZCONTACTS.ZPERSONID AS "sender_personid",
+            RECEIPIENTCONACT.ZDISPLAYNAME AS "recipient_display_name",
+            RECEIPIENTCONACT.ZIDENTIFIER AS "recipient_identifier",
+            RECEIPIENTCONACT.ZPERSONID AS "recipient_personid",
+            ZINTERACTIONS.ZRECIPIENTCOUNT AS "recipient_count",
+            ZINTERACTIONS.ZDOMAINIDENTIFIER AS "domain_identifier",
+            ZINTERACTIONS.ZISRESPONSE AS "is_response",
+            ZATTACHMENT.ZCONTENTTEXT AS "content",
+            ZATTACHMENT.ZUTI AS "uti",
+            ZATTACHMENT.ZCONTENTURL AS "attachment_content_url",
+            ZATTACHMENT.ZSIZEINBYTES AS "size",
+            ZATTACHMENT.ZPHOTOLOCALIDENTIFIER AS "photo_local_id",
+            HEX(ZATTACHMENT.ZIDENTIFIER) AS "attachment_id",
+            ZATTACHMENT.ZCLOUDIDENTIFIER AS "cloud_id",
+            ZCONTACTS.ZINCOMINGRECIPIENTCOUNT AS "incoming_recipient_count",
+            ZCONTACTS.ZINCOMINGSENDERCOUNT AS "incoming_sender_count",
+            ZCONTACTS.ZOUTGOINGRECIPIENTCOUNT AS "outgoing_recipient_count",
+            ZINTERACTIONS.ZCREATIONDATE AS "interactions_creation_date",
+            ZCONTACTS.ZCREATIONDATE AS "contacts_creation_date",
+            ZCONTACTS.ZFIRSTINCOMINGRECIPIENTDATE AS "first_incoming_recipient_date",
+            ZCONTACTS.ZFIRSTINCOMINGSENDERDATE AS "first_incoming_sender_date",
+            ZCONTACTS.ZFIRSTOUTGOINGRECIPIENTDATE AS "first_outgoing_recipient_date",
+            ZCONTACTS.ZLASTINCOMINGSENDERDATE AS "last_incoming_sender_date",
+            ZCONTACTS.ZLASTINCOMINGRECIPIENTDATE AS "last_incoming_recipient_date",
+            ZCONTACTS.ZLASTOUTGOINGRECIPIENTDATE AS "last_outgoing_recipient_date",
+            ZCONTACTS.ZCUSTOMIDENTIFIER AS "custom_id",
+            ZINTERACTIONS.ZCONTENTURL AS "interaction_content_url",
+            ZINTERACTIONS.ZLOCATIONUUID AS "location_uuid",
+            ZINTERACTIONS.ZGROUPNAME AS "group_name",
+            ZINTERACTIONS.ZDERIVEDINTENTIDENTIFIER AS "derivied_intent_id",
+            ZINTERACTIONS.Z_PK AS "table_id"
+    FROM ZINTERACTIONS
+        LEFT JOIN ZCONTACTS
+            ON ZINTERACTIONS.ZSENDER = ZCONTACTS.Z_PK
+        LEFT JOIN Z_1INTERACTIONS
+            ON ZINTERACTIONS.Z_PK == Z_1INTERACTIONS.Z_3INTERACTIONS
+        LEFT JOIN ZATTACHMENT
+            ON Z_1INTERACTIONS.Z_1ATTACHMENTS == ZATTACHMENT.Z_PK
+        LEFT JOIN Z_2INTERACTIONRECIPIENT
+            ON ZINTERACTIONS.Z_PK == Z_2INTERACTIONRECIPIENT.Z_3INTERACTIONRECIPIENT
+        LEFT JOIN ZCONTACTS RECEIPIENTCONACT
+            ON Z_2INTERACTIONRECIPIENT.Z_2RECIPIENTS == RECEIPIENTCONACT.Z_PK;
+    """,
+    """ SELECT
+            ZINTERACTIONS.ZSTARTDATE AS "start_date",
+            ZINTERACTIONS.ZENDDATE AS "end_date",
+            ZINTERACTIONS.ZBUNDLEID AS "bundle_id",
+            ZINTERACTIONS.ZACCOUNT AS "account",
+            ZINTERACTIONS.ZTARGETBUNDLEID AS "target_bundle_id",
+            CASE ZINTERACTIONS.ZDIRECTION
+                WHEN '0' THEN 'INCOMING'
+                WHEN '1' THEN 'OUTGOING'
+            END 'DIRECTION' AS "direction",
+            ZCONTACTS.ZDISPLAYNAME AS "sender_display_name",
+            ZCONTACTS.ZIDENTIFIER AS "sender_identifier",
+            ZCONTACTS.ZPERSONID AS "sender_personid",
+            RECEIPIENTCONACT.ZDISPLAYNAME AS "recipient_display_name",
+            RECEIPIENTCONACT.ZIDENTIFIER AS "recipient_identifier",
+            RECEIPIENTCONACT.ZPERSONID AS "recipient_personid",
+            ZINTERACTIONS.ZRECIPIENTCOUNT AS "recipient_count",
+            ZINTERACTIONS.ZDOMAINIDENTIFIER AS "domain_identifier",
+            ZINTERACTIONS.ZISRESPONSE AS "is_response",
+            ZATTACHMENT.ZCONTENTTEXT AS "content",
+            ZATTACHMENT.ZUTI AS "uti",
+            ZATTACHMENT.ZCONTENTURL AS "attachment_content_url",
+            ZATTACHMENT.ZSIZEINBYTES AS "size",
+            HEX(ZATTACHMENT.ZIDENTIFIER) AS "attachment_id",
+            ZATTACHMENT.ZCLOUDIDENTIFIER AS "cloud_id",
+            ZCONTACTS.ZINCOMINGRECIPIENTCOUNT AS "incoming_recipient_count",
+            ZCONTACTS.ZINCOMINGSENDERCOUNT AS "incoming_sender_count",
+            ZCONTACTS.ZOUTGOINGRECIPIENTCOUNT AS "outgoing_recipient_count",
+            ZINTERACTIONS.ZCREATIONDATE AS "interactions_creation_date",
+            ZCONTACTS.ZCREATIONDATE AS "contacts_creation_date",
+            ZCONTACTS.ZFIRSTINCOMINGRECIPIENTDATE AS "first_incoming_recipient_date",
+            ZCONTACTS.ZFIRSTINCOMINGSENDERDATE AS "first_incoming_sender_date",
+            ZCONTACTS.ZFIRSTOUTGOINGRECIPIENTDATE AS "first_outgoing_recipient_date",
+            ZCONTACTS.ZLASTINCOMINGSENDERDATE AS "last_incoming_sender_date",
+            CASE ZCONTACTS.ZLASTINCOMINGRECIPIENTDATE
+                WHEN '0' THEN '0'
+                ELSE ZCONTACTS.ZLASTINCOMINGRECIPIENTDATE
+         END 'LAST INCOMING RECIPIENT DATE' AS "last_incoming_recipient_date",
+         ZCONTACTS.ZLASTOUTGOINGRECIPIENTDATE AS "last_outgoing_recipient_date",
+         ZCONTACTS.ZCUSTOMIDENTIFIER AS "custom_id",
+         ZINTERACTIONS.ZCONTENTURL AS "interaction_content_url",
+         ZINTERACTIONS.ZLOCATIONUUID AS "location_uuid",
+         ZINTERACTIONS.Z_PK AS "table_id"
+      FROM
+         ZINTERACTIONS
+         LEFT JOIN
+            ZCONTACTS
+            ON ZINTERACTIONS.ZSENDER = ZCONTACTS.Z_PK
+         LEFT JOIN Z_1INTERACTIONS ON ZINTERACTIONS.Z_PK == Z_1INTERACTIONS.Z_3INTERACTIONS
+         LEFT JOIN ZATTACHMENT ON Z_1INTERACTIONS.Z_1ATTACHMENTS == ZATTACHMENT.Z_PK
+         LEFT JOIN Z_2INTERACTIONRECIPIENT ON ZINTERACTIONS.Z_PK== Z_2INTERACTIONRECIPIENT.Z_3INTERACTIONRECIPIENT
+         LEFT JOIN ZCONTACTS RECEIPIENTCONACT ON Z_2INTERACTIONRECIPIENT.Z_2RECIPIENTS== RECEIPIENTCONACT.Z_PK
+    """,
+    """ SELECT
+            ZINTERACTIONS.ZSTARTDATE AS "start_date",
+            ZINTERACTIONS.ZENDDATE AS "end_date",
+            ZINTERACTIONS.ZBUNDLEID AS "bundle_id",
+            ZCONTACTS.ZDISPLAYNAME AS "sender_display_name",
+            ZCONTACTS.ZIDENTIFIER AS "sender_identifier",
+            ZCONTACTS.ZPERSONID AS "sender_personid",
+            ZINTERACTIONS.ZDIRECTION AS "direction",
+            ZINTERACTIONS.ZISRESPONSE AS "is_response",
+            ZINTERACTIONS.ZMECHANISM AS "mechanism",
+            ZINTERACTIONS.ZRECIPIENTCOUNT AS "recipient_count",
+            ZINTERACTIONS.ZCREATIONDATE AS "interactions_creation_date",
+            ZCONTACTS.ZCREATIONDATE AS "contacts_creation_date",
+            ZCONTACTS.ZFIRSTINCOMINGRECIPIENTDATE AS "first_incoming_recipient_date",
+            ZCONTACTS.ZFIRSTINCOMINGSENDERDATE AS "first_incoming_sender_date",
+            ZCONTACTS.ZFIRSTOUTGOINGRECIPIENTDATE AS "first_outgoing_recipient_date",
+            ZCONTACTS.ZLASTINCOMINGSENDERDATE AS "last_incoming_sender_date",
+            CASE
+                ZLASTINCOMINGRECIPIENTDATE
+                WHEN
+                    '0'
+                THEN
+                    '0'
+                ELSE
+                    ZCONTACTS.ZLASTINCOMINGRECIPIENTDATE
+            END AS "last_incoming_recipient_date",
+            ZCONTACTS.ZLASTOUTGOINGRECIPIENTDATE AS "last_outgoing_recipient_date",
+            ZINTERACTIONS.ZACCOUNT AS 'account',
+            ZINTERACTIONS.ZDOMAINIDENTIFIER AS "domain_identifier",
+            ZCONTACTS.ZINCOMINGRECIPIENTCOUNT AS "incoming_recipient_count",
+            ZCONTACTS.ZINCOMINGSENDERCOUNT AS "incoming_sender_count",
+            ZCONTACTS.ZOUTGOINGRECIPIENTCOUNT AS "outgoing_recipient_count",
+            ZCONTACTS.ZCUSTOMIDENTIFIER AS "custom_id",
+            ZINTERACTIONS.ZCONTENTURL AS "interaction_content_url",
+            ZINTERACTIONS.ZLOCATIONUUID AS "location_uuid",
+            ZINTERACTIONS.Z_PK AS "table_id"
+    FROM
+        ZINTERACTIONS
+        LEFT JOIN
+            ZCONTACTS
+        ON ZINTERACTIONS.ZSENDER = ZCONTACTS.Z_PK
+    """,
+    """ SELECT
+            ZINTERACTIONS.ZSTARTDATE AS "start_date",
+            ZINTERACTIONS.ZENDDATE AS "end_date",
+            ZINTERACTIONS.ZCREATIONDATE AS "interactions_creation_date",
+            ZINTERACTIONS.ZBUNDLEID AS "bundle_id",
+            ZCONTACTS.ZDISPLAYNAME AS "sender_display_name",
+            ZCONTACTS.ZIDENTIFIER AS "sender_identifier",
+            ZCONTACTS.ZPERSONID AS "sender_personid",
+            ZINTERACTIONS.ZDIRECTION AS "direction",
+            ZINTERACTIONS.ZISRESPONSE AS "is_response",
+            ZINTERACTIONS.ZMECHANISM AS "mechanism",
+            ZCONTACTS.ZCREATIONDATE AS "contacts_creation_date",
+            ZCONTACTS.ZFIRSTINCOMINGRECIPIENTDATE AS "first_incoming_recipient_date",
+            ZCONTACTS.ZFIRSTINCOMINGSENDERDATE AS "first_incoming_sender_date",
+            ZCONTACTS.ZFIRSTOUTGOINGRECIPIENTDATE AS "first_outgoing_recipient_date",
+            ZCONTACTS.ZLASTINCOMINGSENDERDATE AS "last_incoming_sender_date",
+            CASE
+                ZLASTINCOMINGRECIPIENTDATE
+                WHEN
+                    '0'
+                THEN
+                    '0'
+                ELSE
+                    ZCONTACTS.ZLASTINCOMINGRECIPIENTDATE
+            END AS "last_incoming_recipient_date",
+            ZCONTACTS.ZLASTOUTGOINGRECIPIENTDATE AS "last_outgoing_recipient_date",
+            ZINTERACTIONS.ZACCOUNT AS "account",
+            ZINTERACTIONS.ZDOMAINIDENTIFIER AS "domain_identifier",
+            ZCONTACTS.ZINCOMINGRECIPIENTCOUNT AS "incoming_recipient_count",
+            ZCONTACTS.ZINCOMINGSENDERCOUNT AS "incoming_sender_count",
+            ZCONTACTS.ZOUTGOINGRECIPIENTCOUNT AS "outgoing_recipient_count",
+            ZINTERACTIONS.ZCONTENTURL AS "interaction_content_url",
+            ZINTERACTIONS.ZLOCATIONUUID AS "location_uuid",
+            ZINTERACTIONS.Z_PK AS "table_id"
+    FROM
+        ZINTERACTIONS
+        LEFT JOIN
+            ZCONTACTS
+            ON ZINTERACTIONS.ZSENDER = ZCONTACTS.Z_PK
+    """
+]


 class InteractionC(IOSExtraction):
@@ -66,8 +260,8 @@ class InteractionC(IOSExtraction):
                "event": timestamp,
                "data": f"[{record['bundle_id']}] {record['account']} - "
                        f"from {record['sender_display_name']} ({record['sender_identifier']}) "
-                        f"to {record['recipient_display_name']} ({record['recipient_identifier']}):"
-                        f" {record['content']}"
+                        f"to {record.get('recipient_display_name', '')} ({record.get('recipient_identifier', '')}):"
+                        f" {record.get('content', '')}"
            })
            processed.append(record[timestamp])

@@ -81,108 +275,30 @@ class InteractionC(IOSExtraction):
        conn = sqlite3.connect(self.file_path)
        cur = conn.cursor()

-        # TODO: Support all versions.
-        # Taken from:
-        # https://github.com/mac4n6/APOLLO/blob/master/modules/interaction_contact_interactions.txt
-        cur.execute("""
-            SELECT
-                ZINTERACTIONS.ZSTARTDATE,
-                ZINTERACTIONS.ZENDDATE,
-                ZINTERACTIONS.ZBUNDLEID,
-                ZINTERACTIONS.ZACCOUNT,
-                ZINTERACTIONS.ZTARGETBUNDLEID,
-                CASE ZINTERACTIONS.ZDIRECTION
-                    WHEN '0' THEN 'INCOMING'
-                    WHEN '1' THEN 'OUTGOING'
-                END 'DIRECTION',
-                ZCONTACTS.ZDISPLAYNAME,
-                ZCONTACTS.ZIDENTIFIER,
-                ZCONTACTS.ZPERSONID,
-                RECEIPIENTCONACT.ZDISPLAYNAME,
-                RECEIPIENTCONACT.ZIDENTIFIER,
-                RECEIPIENTCONACT.ZPERSONID,
-                ZINTERACTIONS.ZRECIPIENTCOUNT,
-                ZINTERACTIONS.ZDOMAINIDENTIFIER,
-                ZINTERACTIONS.ZISRESPONSE,
-                ZATTACHMENT.ZCONTENTTEXT,
-                ZATTACHMENT.ZUTI,
-                ZATTACHMENT.ZCONTENTURL,
-                ZATTACHMENT.ZSIZEINBYTES,
-                ZATTACHMENT.ZPHOTOLOCALIDENTIFIER,
-                HEX(ZATTACHMENT.ZIDENTIFIER),
-                ZATTACHMENT.ZCLOUDIDENTIFIER,
-                ZCONTACTS.ZINCOMINGRECIPIENTCOUNT,
-                ZCONTACTS.ZINCOMINGSENDERCOUNT,
-                ZCONTACTS.ZOUTGOINGRECIPIENTCOUNT,
-                ZINTERACTIONS.ZCREATIONDATE,
-                ZCONTACTS.ZCREATIONDATE,
-                ZCONTACTS.ZFIRSTINCOMINGRECIPIENTDATE,
-                ZCONTACTS.ZFIRSTINCOMINGSENDERDATE,
-                ZCONTACTS.ZFIRSTOUTGOINGRECIPIENTDATE,
-                ZCONTACTS.ZLASTINCOMINGSENDERDATE,
-                ZCONTACTS.ZLASTINCOMINGRECIPIENTDATE,
-                ZCONTACTS.ZLASTOUTGOINGRECIPIENTDATE,
-                ZCONTACTS.ZCUSTOMIDENTIFIER,
-                ZINTERACTIONS.ZCONTENTURL,
-                ZINTERACTIONS.ZLOCATIONUUID,
-                ZINTERACTIONS.ZGROUPNAME,
-                ZINTERACTIONS.ZDERIVEDINTENTIDENTIFIER,
-                ZINTERACTIONS.Z_PK
-            FROM ZINTERACTIONS
-                LEFT JOIN ZCONTACTS
-                    ON ZINTERACTIONS.ZSENDER = ZCONTACTS.Z_PK
-                LEFT JOIN Z_1INTERACTIONS
-                    ON ZINTERACTIONS.Z_PK == Z_1INTERACTIONS.Z_3INTERACTIONS
-                LEFT JOIN ZATTACHMENT
-                    ON Z_1INTERACTIONS.Z_1ATTACHMENTS == ZATTACHMENT.Z_PK
-                LEFT JOIN Z_2INTERACTIONRECIPIENT
-                    ON ZINTERACTIONS.Z_PK == Z_2INTERACTIONRECIPIENT.Z_3INTERACTIONRECIPIENT
-                LEFT JOIN ZCONTACTS RECEIPIENTCONACT
-                    ON Z_2INTERACTIONRECIPIENT.Z_2RECIPIENTS == RECEIPIENTCONACT.Z_PK;
-        """)
-        # names = [description[0] for description in cur.description]
+        try:
+            cur.execute(QUERIES[0])
+        except sqlite3.OperationalError:
+            try:
+                cur.execute(QUERIES[1])
+            except sqlite3.OperationalError:
+                try:
+                    cur.execute(QUERIES[2])
+                except sqlite3.OperationalError:
+                    cur.execute(QUERIES[3])

-        for row in cur:
-            self.results.append({
-                "start_date": convert_mactime_to_iso(row[0]),
-                "end_date": convert_mactime_to_iso(row[1]),
-                "bundle_id": row[2],
-                "account": row[3],
-                "target_bundle_id": row[4],
-                "direction": row[5],
-                "sender_display_name": row[6],
-                "sender_identifier": row[7],
-                "sender_personid": row[8],
-                "recipient_display_name": row[9],
-                "recipient_identifier": row[10],
-                "recipient_personid": row[11],
-                "recipient_count": row[12],
-                "domain_identifier": row[13],
-                "is_response": row[14],
-                "content": row[15],
-                "uti": row[16],
-                "content_url": row[17],
-                "size": row[18],
-                "photo_local_id": row[19],
-                "attachment_id": row[20],
-                "cloud_id": row[21],
-                "incoming_recipient_count": row[22],
-                "incoming_sender_count": row[23],
-                "outgoing_recipient_count": row[24],
-                "interactions_creation_date": convert_mactime_to_iso(row[25]) if row[25] else None,
-                "contacts_creation_date": convert_mactime_to_iso(row[26]) if row[26] else None,
-                "first_incoming_recipient_date": convert_mactime_to_iso(row[27]) if row[27] else None,
-                "first_incoming_sender_date": convert_mactime_to_iso(row[28]) if row[28] else None,
-                "first_outgoing_recipient_date": convert_mactime_to_iso(row[29]) if row[29] else None,
-                "last_incoming_sender_date": convert_mactime_to_iso(row[30]) if row[30] else None,
-                "last_incoming_recipient_date": convert_mactime_to_iso(row[31]) if row[31] else None,
-                "last_outgoing_recipient_date": convert_mactime_to_iso(row[32]) if row[32] else None,
-                "custom_id": row[33],
-                "location_uuid": row[35],
-                "group_name": row[36],
-                "derivied_intent_id": row[37],
-                "table_id": row[38]
-            })
+        names = [description[0] for description in cur.description]
+        for item in cur:
+            entry = {}
+            for index, value in enumerate(item):
+                if names[index] in self.timestamps:
+                    if value is None or isinstance(value, str):
+                        entry[names[index]] = value
+                    else:
+                        entry[names[index]] = convert_mactime_to_iso(value)
+                else:
+                    entry[names[index]] = value
+
+            self.results.append(entry)

        cur.close()
        conn.close()
--- a/mvt/ios/modules/mixed/sms.py
+++ b/mvt/ios/modules/mixed/sms.py
@@ -51,7 +51,10 @@ class SMS(IOSExtraction):
            return

        for result in self.results:
-            message_links = check_for_links(result.get("text", ""))
+            message_links = result.get("links", [])
+            # Making sure not link was ignored
+            if message_links == []:
+                message_links = check_for_links(result.get("text", ""))
            ioc = self.indicators.check_domains(message_links)
            if ioc:
                result["matched_indicator"] = ioc
@@ -118,18 +121,15 @@ class SMS(IOSExtraction):
            if message.get("text", "").startswith(alert):
                self.log.warning("Apple warning about state-sponsored attack received on the %s",
                                 message["isodate"])
-                self.results.append(message)
            else:
                # Extract links from the SMS message.
                message_links = check_for_links(message.get("text", ""))
+                message["links"] = message_links

-                # If we find links in the messages or if they are empty we add
-                # them to the list.
-                if message_links or message.get("text", "").strip() == "":
-                    self.results.append(message)
+            self.results.append(message)

        cur.close()
        conn.close()

-        self.log.info("Extracted a total of %d SMS messages containing links",
+        self.log.info("Extracted a total of %d SMS messages",
                      len(self.results))
--- a/mvt/ios/modules/mixed/webkit_resource_load_statistics.py
+++ b/mvt/ios/modules/mixed/webkit_resource_load_statistics.py
@@ -70,7 +70,15 @@ class WebkitResourceLoadStatistics(IOSExtraction):
        cur = conn.cursor()

        try:
-            cur.execute("SELECT * from ObservedDomains;")
+            # FIXME: table contains extra fields with timestamp here
+            cur.execute("""
+                SELECT
+                    domainID,
+                    registrableDomain,
+                    lastSeen,
+                    hadUserInteraction
+                from ObservedDomains;
+            """)
        except sqlite3.OperationalError:
            return

--- a/mvt/ios/modules/mixed/whatsapp.py
+++ b/mvt/ios/modules/mixed/whatsapp.py
@@ -38,7 +38,7 @@ class Whatsapp(IOSExtraction):
    def serialize(self, record: dict) -> Union[dict, list]:
        text = record.get("ZTEXT", "").replace("\n", "\\n")
        links_text = ""
-        if record["links"]:
+        if record.get("links"):
            links_text = " - Embedded links: " + ", ".join(record["links"])

        return {
@@ -112,14 +112,13 @@ class Whatsapp(IOSExtraction):
                        or link.startswith("https://mmg.whatsapp.net/")):
                    filtered_links.append(link)

-            # If we find messages with links, or if there's an empty message
-            # we add it to the results list.
+            # Add all the links found to the record
            if filtered_links or (message.get("ZTEXT") or "").strip() == "":
                message["links"] = list(set(filtered_links))
-                self.results.append(message)
+            self.results.append(message)

        cur.close()
        conn.close()

-        self.log.info("Extracted a total of %d WhatsApp messages containing links",
+        self.log.info("Extracted a total of %d WhatsApp messages",
                      len(self.results))
--- a/mvt/ios/versions.py
+++ b/mvt/ios/versions.py
@@ -2,9 +2,8 @@
 # Copyright (c) 2021-2023 Claudio Guarnieri.
 # Use of this software is governed by the MVT License 1.1 that can be found at
 #   https://license.mvt.re/1.1/
-from typing import Dict
 from logging import Logger
-from typing import Optional
+from typing import Dict, Optional

 import packaging

@@ -264,12 +263,17 @@ IPHONE_IOS_VERSIONS = [
    {"build": "19H117", "version": "15.7.1"},
    {"build": "19H218", "version": "15.7.2"},
    {"build": "20A362", "version": "16.0"},
+    {"build": "20A371", "version": "16.0.1"},
+    {"build": "20A380", "version": "16.0.2"},
+    {"build": "20A392", "version": "16.0.3"},
    {"build": "20B82", "version": "16.1"},
    {"build": "20B101", "version": "16.1.1"},
    {"build": "20B110", "version": "16.1.2"},
    {"build": "20C65", "version": "16.2"},
    {"build": "20D47", "version": "16.3"},
-    {"build": "20D67", "version": "16.3.1"}
+    {"build": "20D67", "version": "16.3.1"},
+    {"build": "20E247", "version": "16.4"},
+    {"build": "20E252", "version": "16.4.1"}
 ]


--- a/ruff.toml
+++ b/ruff.toml
@@ -0,0 +1,6 @@
+# Never enforce `E501` (line length violations).
+ignore = ["E501"]
+
+# Ignore `E402` (import violations) in all `__init__.py` files, and in `path/to/file.py`.
+[per-file-ignores]
+"__init__.py" = ["F401"]
--- a/tests/android_androidqf/test_dumpsysaccessbility.py
+++ b/tests/android_androidqf/test_dumpsysaccessbility.py
@@ -1,9 +1,7 @@
-# Mobile Verification Toolkit (MVT) - Private
+# Mobile Verification Toolkit (MVT)
 # Copyright (c) 2021-2023 Claudio Guarnieri.
-# This file is part of MVT Private and its content is confidential.
-# Please refer to the project maintainers before sharing with others.
-
-import logging
+# Use of this software is governed by the MVT License 1.1 that can be found at
+#   https://license.mvt.re/1.1/

 from mvt.android.modules.androidqf.dumpsys_accessibility import \
    DumpsysAccessibility
--- a/tests/android_androidqf/test_dumpsysappops.py
+++ b/tests/android_androidqf/test_dumpsysappops.py
@@ -1,9 +1,7 @@
-# Mobile Verification Toolkit (MVT) - Private
+# Mobile Verification Toolkit (MVT)
 # Copyright (c) 2021-2023 Claudio Guarnieri.
-# This file is part of MVT Private and its content is confidential.
-# Please refer to the project maintainers before sharing with others.
-
-import logging
+# Use of this software is governed by the MVT License 1.1 that can be found at
+#   https://license.mvt.re/1.1/

 from mvt.android.modules.androidqf.dumpsys_appops import DumpsysAppops
 from mvt.common.module import run_module
--- a/tests/android_androidqf/test_dumpsyspackages.py
+++ b/tests/android_androidqf/test_dumpsyspackages.py
@@ -1,7 +1,7 @@
-# Mobile Verification Toolkit (MVT) - Private
+# Mobile Verification Toolkit (MVT)
 # Copyright (c) 2021-2023 Claudio Guarnieri.
-# This file is part of MVT Private and its content is confidential.
-# Please refer to the project maintainers before sharing with others.
+# Use of this software is governed by the MVT License 1.1 that can be found at
+#   https://license.mvt.re/1.1/

 import logging

--- a/tests/android_androidqf/test_dumpsysreceivers.py
+++ b/tests/android_androidqf/test_dumpsysreceivers.py
@@ -1,9 +1,7 @@
-# Mobile Verification Toolkit (MVT) - Private
+# Mobile Verification Toolkit (MVT)
 # Copyright (c) 2021-2023 Claudio Guarnieri.
-# This file is part of MVT Private and its content is confidential.
-# Please refer to the project maintainers before sharing with others.
-
-import logging
+# Use of this software is governed by the MVT License 1.1 that can be found at
+#   https://license.mvt.re/1.1/

 from mvt.android.modules.androidqf.dumpsys_receivers import DumpsysReceivers
 from mvt.common.module import run_module
--- a/tests/android_androidqf/test_getprop.py
+++ b/tests/android_androidqf/test_getprop.py
@@ -7,6 +7,7 @@ import logging
 import os

 from mvt.android.modules.androidqf.getprop import Getprop
+from mvt.common.indicators import Indicators
 from mvt.common.module import run_module

 from ..utils import get_artifact_folder
@@ -18,5 +19,18 @@ class TestAndroidqfGetpropAnalysis:
        m = Getprop(target_path=os.path.join(get_artifact_folder(), "androidqf"), log=logging)
        run_module(m)
        assert len(m.results) == 10
+        assert m.results[0]["name"] == "dalvik.vm.appimageformat"
+        assert m.results[0]["value"] == "lz4"
        assert len(m.timeline) == 0
        assert len(m.detected) == 0
+
+    def test_androidqf_getprop_detection(self, indicator_file):
+        m = Getprop(target_path=os.path.join(get_artifact_folder(), "androidqf"), log=logging)
+        ind = Indicators(log=logging.getLogger())
+        ind.parse_stix2(indicator_file)
+        ind.ioc_collections[0]["android_property_names"].append("dalvik.vm.heapmaxfree")
+        m.indicators = ind
+        run_module(m)
+        assert len(m.results) == 10
+        assert len(m.detected) == 1
+        assert m.detected[0]["name"] == "dalvik.vm.heapmaxfree"
--- a/tests/android_androidqf/test_settings.py
+++ b/tests/android_androidqf/test_settings.py
@@ -1,7 +1,7 @@
-# Mobile Verification Toolkit (MVT) - Private
+# Mobile Verification Toolkit (MVT)
 # Copyright (c) 2021-2023 Claudio Guarnieri.
-# This file is part of MVT Private and its content is confidential.
-# Please refer to the project maintainers before sharing with others.
+# Use of this software is governed by the MVT License 1.1 that can be found at
+#   https://license.mvt.re/1.1/

 from mvt.android.modules.androidqf.settings import Settings
 from mvt.common.module import run_module
--- a/tests/artifacts/generate_stix.py
+++ b/tests/artifacts/generate_stix.py
@@ -16,6 +16,7 @@ def generate_test_stix_file(file_path):
    processes = ["Launch"]
    emails = ["foobar@example.org"]
    filenames = ["/var/foobar/txt"]
+    android_property = ["sys.foobar"]

    res = []
    malware = Malware(name="TestMalware", is_family=False, description="")
@@ -40,6 +41,11 @@ def generate_test_stix_file(file_path):
        res.append(i)
        res.append(Relationship(i, "indicates", malware))

+    for p in android_property:
+        i = Indicator(indicator_types=["malicious-activity"], pattern="[android-property:name='{}']".format(p), pattern_type="stix")
+        res.append(i)
+        res.append(Relationship(i, "indicates", malware))
+
    bundle = Bundle(objects=res)
    with open(file_path, "w+", encoding="utf-8") as f:
        f.write(bundle.serialize(pretty=True))
--- a/tests/artifacts/ios_backup/20/2041457d5fe04d39d0ab481178355df6781e6858
+++ b/tests/artifacts/ios_backup/20/2041457d5fe04d39d0ab481178355df6781e6858
--- a/tests/common/test_indicators.py
+++ b/tests/common/test_indicators.py
@@ -14,20 +14,29 @@ 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_collections[0]["count"] == 4
+        assert ind.ioc_collections[0]["count"] == 5
        assert len(ind.ioc_collections[0]["domains"]) == 1
        assert len(ind.ioc_collections[0]["emails"]) == 1
        assert len(ind.ioc_collections[0]["file_names"]) == 1
        assert len(ind.ioc_collections[0]["processes"]) == 1
+        assert len(ind.ioc_collections[0]["android_property_names"]) == 1

    def test_check_domain(self, indicator_file):
        ind = Indicators(log=logging)
        ind.load_indicators_files([indicator_file], load_default=False)
+        assert ind.check_domain(42) is None
        assert ind.check_domain("https://www.example.org/foobar")
        assert ind.check_domain("http://example.org:8080/toto")
+        assert ind.check_domain("https://github.com") is None
+
+    def test_check_android_property(self, indicator_file):
+        ind = Indicators(log=logging)
+        ind.load_indicators_files([indicator_file], load_default=False)
+        assert ind.check_android_property_name("sys.foobar")
+        assert ind.check_android_property_name("sys.soundsokay") is None

    def test_env_stix(self, indicator_file):
        os.environ["MVT_STIX2"] = indicator_file
        ind = Indicators(log=logging)
        ind.load_indicators_files([], load_default=False)
-        assert ind.total_ioc_count == 4
+        assert ind.total_ioc_count == 5
--- a/tests/common/test_utils.py
+++ b/tests/common/test_utils.py
@@ -3,15 +3,17 @@
 # Use of this software is governed by the MVT License 1.1 that can be found at
 #   https://license.mvt.re/1.1/

-import os
 import logging
-from ..utils import get_artifact_folder
+import os
+
 from mvt.common.utils import (convert_datetime_to_iso, convert_mactime_to_iso,
                              convert_unix_to_iso,
                              convert_unix_to_utc_datetime,
                              generate_hashes_from_path,
                              get_sha256_from_file_path)

+from ..utils import get_artifact_folder
+
 TEST_DATE_EPOCH = 1626566400
 TEST_DATE_ISO = "2021-07-18 00:00:00.000000"
 TEST_DATE_MAC = TEST_DATE_EPOCH - 978307200
--- a/tests/ios_backup/test_calendar.py
+++ b/tests/ios_backup/test_calendar.py
@@ -0,0 +1,34 @@
+# Mobile Verification Toolkit (MVT)
+# Copyright (c) 2021-2023 Claudio Guarnieri.
+# Use of this software is governed by the MVT License 1.1 that can be found at
+#   https://license.mvt.re/1.1/
+
+import logging
+
+from mvt.common.indicators import Indicators
+from mvt.common.module import run_module
+from mvt.ios.modules.mixed.calendar import Calendar
+
+from ..utils import get_ios_backup_folder
+
+
+class TestCalendarModule:
+
+    def test_calendar(self):
+        m = Calendar(target_path=get_ios_backup_folder())
+        run_module(m)
+        assert len(m.results) == 1
+        assert len(m.timeline) == 4
+        assert len(m.detected) == 0
+        assert m.results[0]["summary"] == "Super interesting meeting"
+
+    def test_calendar_detection(self, indicator_file):
+        m = Calendar(target_path=get_ios_backup_folder())
+        ind = Indicators(log=logging.getLogger())
+        ind.parse_stix2(indicator_file)
+        ind.ioc_collections[0]["emails"].append("user@example.org")
+        m.indicators = ind
+        run_module(m)
+        assert len(m.results) == 1
+        assert len(m.timeline) == 4
+        assert len(m.detected) == 1
--- a/tests/ios_backup/test_webkit_resource_load_statistics.py
+++ b/tests/ios_backup/test_webkit_resource_load_statistics.py
@@ -3,9 +3,6 @@
 # Use of this software is governed by the MVT License 1.1 that can be found at
 #   https://license.mvt.re/1.1/

-import logging
-
-from mvt.common.indicators import Indicators
 from mvt.common.module import run_module
 from mvt.ios.modules.mixed.webkit_resource_load_statistics import \
    WebkitResourceLoadStatistics
--- a/tests/ios_fs/test_filesystem.py
+++ b/tests/ios_fs/test_filesystem.py
@@ -17,8 +17,8 @@ class TestFilesystem:
    def test_filesystem(self):
        m = Filesystem(target_path=get_ios_backup_folder())
        run_module(m)
-        assert len(m.results) == 12
-        assert len(m.timeline) == 12
+        assert len(m.results) == 14
+        assert len(m.timeline) == 14
        assert len(m.detected) == 0

    def test_detection(self, indicator_file):
@@ -29,6 +29,6 @@ class TestFilesystem:
        ind.ioc_collections[0]["processes"].append("64d0019cb3d46bfc8cce545a8ba54b93e7ea9347")
        m.indicators = ind
        run_module(m)
-        assert len(m.results) == 12
-        assert len(m.timeline) == 12
+        assert len(m.results) == 14
+        assert len(m.timeline) == 14
        assert len(m.detected) == 1
Author	SHA1	Message	Date
tek	a9edf4a9fe	Bumps version	2023-04-25 12:20:45 +02:00
tek	ea7b9066ba	Improves iOS app detection	2023-04-25 11:21:55 +02:00
tek	fd81e3aa13	Adds verbose mode	2023-04-25 11:13:46 +02:00
tek	15477cc187	Bumps version	2023-04-13 17:59:05 +02:00
tek	551b95b38b	Improves documentation	2023-04-13 16:11:55 +02:00
tek	d767abb912	Fixes a bug in the calendar plugin	2023-04-13 13:21:33 +02:00
tek	8a507b0a0b	Fixes a bug in WhatsApp iOS module	2023-04-13 09:26:52 +02:00
tek	63b95ee6a5	Bumps version	2023-04-12 12:52:57 +02:00
Tek	c8ae495971	Extract all messages from SMS and WhatsApp (#337 )	2023-04-12 12:39:25 +02:00
tek	33d092692e	Adds calendar iOS plugin	2023-04-12 10:21:17 +02:00
tek	b1e5dc715f	Adds latest iOS version	2023-04-07 22:22:44 +02:00
tek	1dc1ee2238	Improves Indicator object	2023-04-07 15:07:45 +02:00
tek	a2cbaacfce	Fixes hashing issue	2023-04-07 14:51:54 +02:00
tek	801fe367ac	Improves WebkitResourceLoadStatistics module	2023-04-07 14:43:20 +02:00
tek	0d653be4dd	Adds Applications iOS module	2023-04-07 14:10:24 +02:00
tek	179b6976fa	Improves interactionc module	2023-04-07 12:25:30 +02:00
tek	577fcf752d	Fixes issues in analytics module	2023-04-07 12:25:17 +02:00
tek	2942209f62	Improves module handling	2023-04-07 12:25:01 +02:00
tek	06bf7b9cb1	Bumps version	2023-03-29 14:44:59 +02:00
tek	b5d7e528de	Adds indicators for android properties	2023-03-29 12:57:41 +02:00
tek	70c6f0c153	Adds latest iOS version	2023-03-27 23:10:25 +02:00
tek	49491800fb	Improves typing	2023-03-24 19:02:02 +01:00
tek	1ad176788b	Updates install instructions from sources	2023-03-24 15:11:21 +01:00
Donncha Ó Cearbhaill	11d58022cf	Change checksum log message to info instead of warning	2023-03-03 21:21:32 +00:00
tek	cc205bfab0	Adds missing iOS versions	2023-03-02 15:47:37 -05:00
tek	671cd07200	Fixes a bug with YAML parsing of github workflow	2023-03-01 17:34:35 -05:00
tek	7581f81464	removes duplicated flake8 workflow	2023-03-01 16:50:33 -05:00
tek	4ed8ff51ff	Improves code PEP8 compliance and adds ruff check	2023-03-01 16:43:08 -05:00
tek	fc4e2a9029	Improves logcat logging in mvt-android check-adb	2023-03-01 16:34:28 -05:00