Ma2tl - macOS forensic timeline generator using the analysis result DBs of mac apt

Overview

ma2tl (mac_apt to timeline)

This is a DFIR tool for generating a macOS forensic timeline from the analysis result DBs of mac_apt.

Requirements

  • Python 3.7.0 or later
  • pytz
  • tzlocal
  • xlsxwriter

Installation

% git clone https://github.com/mnrkbys/ma2tl.git

Usage

% python ./ma2tl.py -h
usage: ma2tl.py [-h] [-i INPUT] [-o OUTPUT] [-ot OUTPUT_TYPE] [-s START] [-e END] [-t TIMEZONE] [-l LOG_LEVEL] plugin [plugin ...]

Forensic timeline generator using mac_apt analysis results. Supports only SQLite DBs.

positional arguments:
  plugin                Plugins to run (space separated).

optional arguments:
  -h, --help            show this help message and exit
  -i INPUT, --input INPUT
                        Path to a folder that contains mac_apt DBs.
  -o OUTPUT, --output OUTPUT
                        Path to a folder to save ma2tl result.
  -ot OUTPUT_TYPE, --output_type OUTPUT_TYPE
                        Specify the output file type: SQLITE, XLSX, TSV (Default: SQLITE)
  -s START, --start START
                        Specify start timestamp. (ex. 2021-11-05 08:30:00)
  -e END, --end END     Specify end timestamp.
  -t TIMEZONE, --timezone TIMEZONE
                        Specify Timezone: "UTC", "Asia/Tokyo", "US/Eastern", etc (Default: System Local Timezone)
  -l LOG_LEVEL, --log_level LOG_LEVEL
                        Specify log level: INFO, DEBUG, WARNING, ERROR, CRITICAL (Default: INFO)

The following 4 plugins are available:
    FILE_DOWNLOAD       Extract file download activities.
    PERSISTENCE         Extract persistence settings.
    PROG_EXEC           Extract program execution activities.
    VOLUME_MOUNT        Extract volume mount/unmount activities.
    ----------------------------------------------------------------------------
    ALL                 Run all plugins

Generated timeline example

Scenario Timeline

Presentation

This tool was published on Japan Security Analyst Conference 2022 (JSAC2022).

Slides are available below:

Author

Minoru Kobayashi

License

MIT

Owner
Minoru Kobayashi
Minoru Kobayashi
An information scroller Twitter trends, news, weather for raspberry pi and Pimoroni Unicorn Hat Mini and Scroll Phat HD.

uticker An information scroller Twitter trends, news, weather for raspberry pi and Pimoroni Unicorn Hat Mini and Scroll Phat HD. Features include: Twi

Tansu Şenyurt 1 Nov 28, 2021
Currency Merger is a simple tool for joining values in different currencies

Currency Merger Description Currency Merger is a simple tool for joining values in different currencies. For example, if I have money in USD, EUR, BRL

Arthur Diniz 1 Feb 08, 2022
A Python library for miHoYo bbs and HoYoLAB Community

A Python library for miHoYo bbs and HoYoLAB Community. genshin 原神签到小助手

384 Jan 05, 2023
🦊 Powerfull Discord Nitro Generator

🦊 Follow me here 🦊 Discord | YouTube | Github ☕ Usage 💻 Downloading git clone https://github.com/KanekiWeb/Nitro-Generator/new/main pip insta

Kaneki 104 Jan 02, 2023
An automated tool that fetches information about your crypto stake and generates historical data in time.

Introduction Yield explorer is a WIP! I needed a tool that would show me historical data and performance of my staked crypto but was unable to find a

Sedat Can Yalçın 42 Nov 26, 2022
Send automated wishes to your contacts at scheduled time through WhatsApp. Written for Raspberry pi.

Whatsapp Automated Wishes Helps to send automated wishes to your contacts in Whatsapp at scheduled time using pywhatkit . Written for Raspberry pi. Wi

Uthayamurthy 2 Dec 13, 2022
Pogodasbot - Telegram bot sending channel weather info

Pogodasbot - Telegram bot sending channel weather info

Qayrat Sultan 1 Dec 15, 2022
Automated endpoint management for Amazon Aurora Global Database

This sample code can be used to manage Aurora global database endpoints. After failover the global database writer endpoints swap from one region to the other. This solution automates creation and ma

AWS Samples 13 Dec 08, 2022
twitter bot tha uses tweepy library class to connect to TWITTER API

TWITTER-BOT-tweepy- twitter bot that uses tweepy library class to connect to TWITTER API replies to mentions automatically and follows the tweet.autho

Muziwandile Nkomo 2 Jan 08, 2022
Um bot simples para seguir as pessoas

Um bot simples para seguir pessoas no instagram, criado apeanas para testes. Utilizando o framework "Selenium", criei um bot para entrar em uma conta

Mobben 1 Nov 05, 2021
Visual Weather api. Returns beautiful pictures with the current weather.

VWapi Visual Weather api. Returns beautiful pictures with the current weather. Installation: sudo apt update -y && sudo apt upgrade -y sudo apt instal

Hotaru 33 Nov 13, 2022
Python client for Arista eAPI

Arista eAPI Python Library The Python library for Arista's eAPI command API implementation provides a client API work using eAPI and communicating wit

Arista Networks EOS+ 124 Nov 23, 2022
The Most Simple yet Powerful and Advanced Google Colab Notebook for Zip, Unzip, Tar, UnTar, RaR, UnRaR Files in Google Drive

The Most Simple yet Powerful and Advanced Google Colab Notebook for Zip, Unzip, Tar, UnTar, RaR, UnRaR Files in Google Drive

Dr.Caduceus 15 Aug 16, 2022
Telegram bot to stream videos in telegram voicechat for both groups and channels. Supports live strams, YouTube videos and telegram media.

Telegram VCVideoPlayBot An Telegram Bot By @ZauteKm To Stream Videos in Telegram Voice Chat. NOTE: Make sure you have started a VoiceChat in your Grou

Zaute 20 Oct 21, 2022
And now, for the first time, you can send alerts via action from ArcSight ESM Console to the TheHive when Correlation Rules are triggered.

ArcSight Integration with TheHive And now, for the first time, you can send alerts via action from ArcSight ESM Console to the TheHive when Correlatio

Amir Hossein Zargaran 3 Jan 19, 2022
Python library for interacting with the Wunderlist 2 REST API

Overview Wunderpy2 is a thin Python library for accessing the official Wunderlist 2 API. What does a thin library mean here? Only the bare minimum of

mieubrisse 24 Dec 29, 2020
A Powerful, Smart And Advance Group Manager ... Written with AioGram , Pyrogram and Telethon...

❤️ Shadow ❤️ A Powerful, Smart And Advance Group Manager ... Written with AioGram , Pyrogram and Telethon... ⭐️ Thanks to everyone who starred Shadow,

TeamShadow 17 Oct 21, 2022
Code for "Multimodal Trajectory Prediction Conditioned on Lane-Graph Traversals," CoRL 2021.

Multimodal Trajectory Prediction Conditioned on Lane-Graph Traversals This repository contains code for "Multimodal trajectory prediction conditioned

Nachiket Deo 113 Dec 28, 2022
A template that everyone can use for the start of their discord bot

Python Discord Bot Template This repository is a template that everyone can use for the start of their discord bot. When I first started creating my d

2 Nov 01, 2021