Book Image

Mastering Python Forensics

Book Image

Mastering Python Forensics

Overview of this book

Digital forensic analysis is the process of examining and extracting data digitally and examining it. Python has the combination of power, expressiveness, and ease of use that makes it an essential complementary tool to the traditional, off-the-shelf digital forensic tools. This book will teach you how to perform forensic analysis and investigations by exploring the capabilities of various Python libraries. The book starts by explaining the building blocks of the Python programming language, especially ctypes in-depth, along with how to automate typical tasks in file system analysis, common correlation tasks to discover anomalies, as well as templates for investigations. Next, we’ll show you cryptographic algorithms that can be used during forensic investigations to check for known files or to compare suspicious files with online services such as VirusTotal or Mobile-Sandbox. Moving on, you’ll learn how to sniff on the network, generate and analyze network flows, and perform log correlation with the help of Python scripts and tools. You’ll get to know about the concepts of virtualization and how virtualization influences IT forensics, and you’ll discover how to perform forensic analysis of a jailbroken/rooted mobile device that is based on iOS or Android. Finally, the book teaches you how to analyze volatile memory and search for known malware samples based on YARA rules.
Table of Contents (14 chapters)

The investigative model for smartphones


The Investigative Process Model by Eoghan Casey, which is also known as the Staircase Model, provides a practical and methodical step-by-step guide to conduct an effective digital investigation. This model is depicted as a sequence of ascending stairs that begin at the incident alert or accusation and end at the testimony. The steps are meant to be as generic as possible. This model tries to merge police duties and tasks of forensic experts. The following points explain each step of the Investigative Process Model and the difference between dealing with smartphones and computers:

  • Incident Alerts or Accusation: The accusation is the start signal for the whole process. In this phase, the sources are evaluated and detailed inquiries are requested.

  • Assessment of worth: In the scope of the assessment of worth, the interest of prosecution is compared to the costs that would be incurred to prosecute the criminal action. For companies, this often results in...