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)

Supporting the chain of custody


The outcomes of forensic investigations can have a severe impact on organizations and individuals. Depending on your field of work, your investigation can become evidence in the court.

Consequently, the integrity of forensic evidence has to be ensured not just when collecting the evidence, but also throughout the entire handling and analysis. Usually, the very first step in a forensic investigation is gathering the evidence. Normally, this is done using a bitwise copy of the original media. All the subsequent analysis is performed on this forensic copy.

Creating hash sums of full disk images

To ensure that a forensic copy is actually identical to the original media, hash sums of the media and from the forensic copy are made. These hash sums must match to prove that the copy is exactly like the original data. Nowadays, it has become common to use at least two different cryptographic hash algorithms to minimize the risk of hash collisions and harden the overall...