Book Image

Learning Python for Forensics - Second Edition

By : Preston Miller, Chapin Bryce
Book Image

Learning Python for Forensics - Second Edition

By: Preston Miller, Chapin Bryce

Overview of this book

Digital forensics plays an integral role in solving complex cybercrimes and helping organizations make sense of cybersecurity incidents. This second edition of Learning Python for Forensics illustrates how Python can be used to support these digital investigations and permits the examiner to automate the parsing of forensic artifacts to spend more time examining actionable data. The second edition of Learning Python for Forensics will illustrate how to develop Python scripts using an iterative design. Further, it demonstrates how to leverage the various built-in and community-sourced forensics scripts and libraries available for Python today. This book will help strengthen your analysis skills and efficiency as you creatively solve real-world problems through instruction-based tutorials. By the end of this book, you will build a collection of Python scripts capable of investigating an array of forensic artifacts and master the skills of extracting metadata and parsing complex data structures into actionable reports. Most importantly, you will have developed a foundation upon which to build as you continue to learn Python and enhance your efficacy as an investigator.
Table of Contents (15 chapters)

Parsing Text Files

Text files, usually sourced from application or service logs, are common sources for artifacts in digital investigations. Log files can be quite large or contain data that makes human review difficult. A manual examination can devolve into a series of grep searches, which may or may not be fruitful; additionally, prebuilt tools may not have support for a specific log file format. For these instances, we will need to develop our own solution to properly parse and extract the relevant information. In this chapter, we will analyze the setupapi.dev.log file, which records device information on Windows machines. This log file is commonly examined, as it can extract the first connection time of USB devices on the system.

We will step through several iterations of the same code through this chapter. Though redundant, we encourage writing out each iteration for yourself...