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Digital Forensics with Kali Linux
Digital Forensics with Kali Linux

Digital Forensics with Kali Linux: Enhance your investigation skills by performing network and memory forensics with Kali Linux 2022.x , Third Edition

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Digital Forensics with Kali Linux

Red, Blue, and Purple Teaming Fundamentals

Welcome to the third edition of Digital Forensics with Kali Linux, and for those of you who may have purchased the previous editions, welcome back. I’d also like to sincerely thank you for once again choosing this exciting title. As with the second edition, this third edition has been updated with new tools, easy-to-follow labs, and a couple of new chapters. We have an exciting journey ahead of us, and I’m pleased to announce the inclusion of some major additions, including the installation of Wine, which will allow us to run Windows tools within Kali Linux and will be covered in its entirety in Chapter 5, Installing Wine in Kali Linux. Chapter 10, Memory Forensics and Analysis with Volatility 3, is also brand-new and shows how to perform RAM artifact analysis on newer operating systems. Another new chapter on using the Autopsy v4 Graphical User Interface (GUI) to perform full Digital Forensics and Incident Response (DFIR) analysis and investigations can be found in Chapter 13, Performing a Full DFIR Analysis with the Autopsy 4 GUI.

Besides these major additions, we will also look at some new topics, such as creating a portable Kali Linux box using Raspberry Pi 4 and learning about tools such as DD-rescue, scrounge-ntfs, Magic Rescue, PDF-Parser, Timeliner, netdiscover, and introduce Shodan.io and apackets.com for Internet of Things (IoT) discovery and packet analysis.

For this book, we take a very structured approach to digital forensics, as we would in forensic science. First, we will stroll into the world of digital forensics, its history, and some of the tools and operating systems used for forensics, and we will immediately introduce you to the concepts involved in evidence preservation.

With that said, we have a lot to cover and will start by learning about Kali and the various cybersecurity teams and the differences between red, blue, and purple teaming. For our returning and advanced readers who may have prior knowledge of Kali Linux and the respective teams, feel free to skim through the first two chapters and get straight into the practical aspects in Chapter 3, Installing Kali Linux, Chapter 4, Additional Kali Installations and Post-Installation Tasks, and Chapter 5, Installing Wine in Kali Linux, which detail the installations of Kali and Wine.

In this chapter we will cover the following key topics:

  • What is Kali Linux?
  • Understanding red teaming
  • Understanding blue teaming
  • Understanding purple teaming

Before we get started with these topics, the following is a sneak peek at how I got into the world of Kali Linux, as I feel some of you will be able to relate to my story!

How I got started with Kali Linux

Digital forensics has had my attention for well over 15 years. Ever since I was given my first PC (thanks, Mom and Dad), I’ve always wondered what happened when I deleted my files from my massively large 2 GB (Gigabyte) hard drive or moved my files to (and often hid them on) a less-than-inconspicuous 3.5-inch floppy diskette that maxed out at 1.44 MB (Megabytes) in capacity.

I soon learned that hard and floppy disk drives did not possess the digital immortality I so confidently believed in. Sadly, many files, documents, and priceless fine art created in Microsoft Paint by yours truly were lost to the digital afterlife, never to be retrieved again. Sigh. The world shall never know.

It wasn’t until years later that I came across an article on file recovery and associated tools while browsing the magical World Wide Web (WWW) on my lightning-fast 42 Kbps dial-up internet connection (made possible by my very expensive USRobotics dial-up modem), which sang the tune of the technology gods every time I tried to connect to the realm of the internet. This process involved a stealthy ninja-like skill that would make even a black-ops team envious, as it involved doing so without my parents noticing, as this would prevent them from using the telephone line to make or receive phone calls (apologies, dear Mother, Father, and older teenage sister).

The previous article on data recovery wasn’t anywhere near as detailed and fact-filled as the many great peer-reviewed papers, journals, and books on digital forensics widely available today. As a total novice (also referred to as a noob) in the field, I did learn a great deal about the basics of file systems, data and metadata, storage measurements, and the workings of various storage media. It was at this time that, even though I had read about the Linux operating system and its various distributions (or distros), I began to get an understanding of why Linux distros were popular for data recovery and forensics.

I managed to bravely download the Auditor and Slax Linux distributions, again on a dial-up connection. Just downloading these operating systems was quite a feat, which left me feeling highly accomplished as I did not have any clue as to how to install them, let alone actually use them. In those days, easy installation and GUIs were still under heavy development, as user-friendly, or in my case, user-unfriendly, as they were at the time (mostly due to my inexperience, lack of recommended hardware, and also lack of resources, such as online forums, blogs, and YouTube, which I did not yet know about).

As time passed, I researched many tools found on various platforms for Windows, Macintosh, and many Linux distributions. I found that many of the tools used in digital forensics could be installed on various Linux distributions or flavors, and many of these tools were well maintained, constantly being developed, and widely accepted by peers in the field. Kali Linux is a Linux distribution or flavor, but before we go any further, let me explain the concept of a Linux distribution or flavor. Consider your favorite beverage: this beverage can come in many flavors, some without sweeteners or sugar, in different colors, and even in various sizes. No matter the variations, it’s still the basic ingredients that comprise the beverage at the core. In this way, too, we have Linux and then different types and varieties of Linux. Some more popular Linux distros and flavors include RedHat, CentOS, Ubuntu, Mint, KNOPPIX, and, of course, Kali Linux. More on Kali Linux will be discussed in Chapter 3, Installing Kali Linux.

With that said, let’s move on to our next section as we get started with exploring the enchanting world of Kali Linux!

What is Kali Linux?

Kali Linux is a Debian-based operating system used globally by cyber security professionals, students, and IT enthusiasts. Debian is a flavor of Linux that is completely free, stable, constantly updated, supports many types of hardware, and is also used by popular operating systems such as Ubuntu and Zorin. Kali Linux is certainly not new to the cybersecurity field and even goes back to the mid-2000s, but it was known then as BackTrack, which was a combination of two platforms called Auditor Security and Whax. This merge happened in 2006, with subsequent versions of BackTrack being released up to 2011 when BackTrack 5, based on Ubuntu 10.04, was released.

In 2013, Offensive Security released the first version of Kali v1 (Moto), which was based on Debian 7, and then Kali v2 in 2015, which was based on Debian 8. Following this, Kali Linux Rolling was released in 2016, with the names of the distribution reflecting both the year of release and the major update of the quarterly period. For example, at the time of writing, I use Kali 2022.3 and 2022.4, both based on recent versions of Debian. You can find more on the open source and free Debian Project at https://www.debian.org/intro/about.

As a cybersecurity professional, a Chief Information Security Officer (CISO), penetration tester (pentester), and subject matter expert in DFIR, I have used BackTrack and now Kali Linux for well over a decade since I first came across it when I started studying for the Certified Ethical Hacker exam in 2006. Since then, I’ve used a myriad of operating systems for pentesting and digital forensics, but my main tool of choice, particularly for pentesting, is Kali Linux. Although Kali Linux has focused less on DFIR and more on penetration testing, it makes it much easier for me to have both penetration testing and DFIR tools on one platform rather than have to switch between them.

For our readers who may have purchased the first and second editions of this book, I’d say you’re certainly in for a treat as I’ve not only updated many labs and introduced new tools in this edition, but I’ve also included a chapter on installing Wine in Kali Linux. Windows Emulator (Wine) allows you to run Windows applications in Kali Linux. Although it takes a bit of configuration, I’ve compiled a step-by-step guide on how to install Wine in Chapter 5, Installing Wine in Kali Linux.

Some of you may be wondering why we would install Wine instead of simply using a Windows machine. There are quite a few valid reasons actually. Firstly, cost is a major factor. Windows licenses aren’t cheap if you’re a student, in between jobs, changing careers, or live in a region where the exchange rate and forex are limiting factors in purchasing licensing. At the time of writing, the cost of a Windows 10 Professional license is $199.00, as listed on Microsoft’s site at https://www.microsoft.com/en-us/d/windows-10-pro/df77x4d43rkt?activetab=pivot:overviewtab.

Although we will not be using commercial tools in this book, there are some amazing free DFIR tools that are available for Windows, such as Belkasoft RAM Capturer, Autopsy 4 GUI, and NetworkMiner, which we can now install within our open source Kali Linux environment instead of on a licensed Windows machine. These tools will be covered in detail in Chapter 8, Evidence Acquisition Tools, Chapter 13, Performing a Full DFIR Analysis with the Autopsy 4 GUI, and Chapter 16, Network Forensic Analysis Tools, respectively.

Another consideration is that Wine again saves us the hassle of having to switch between physical machines and can also save on resource utilization such as Random Access Memory (RAM), Central Processing Unit (CPU), Hard Disk Drive (HDD) space, and other resources when using virtual machines, which we will discuss more in detail in the next chapter.

Finally, we can install many other Windows applications in Kali Linux using tools, whether they be productivity tools or even tools for penetration testing, thus making our Kali Linux installation the perfect purple teaming operating system environment, which we will discuss later in this chapter.

Why is Kali Linux so popular?

Aside from being one of the oldest, InfoSec distros (distributions), Kali Linux has a very large support base, and you can find thousands of tutorials on installation, using built-in tools, and installing additional tools on YouTube, TikTok, and the internet at large, making it one of the more user-friendly platforms.

Kali Linux also comes with over 600 tools, all of which are nicely categorized in Kali’s Applications menu. Many of the tools included in Kali can perform various cybersecurity tasks ranging from Open Source Intelligence (OSINT), scanning, vulnerability assessments, exploitation and penetration testing, office and productivity tools, and, of course, DFIR. The full listing of tools can be found at https://www.kali.org/tools/all-tools/.

The following screenshot gives a preview of the category listings in the Kali Linux menu.

Figure 1.1 – Category listing in the Kali Linux menu

Figure 1.1 – Category listing in the Kali Linux menu

Kali Linux users also have the option to download and install (meta)packages manually rather than downloading a very large installation file. Kali Linux (meta)packages contain tools and dependencies that may be specific to an assessment or task, such as information gathering, vulnerability assessments, wireless hacking, and forensics. Alternatively, a user can download the kali-linux-everything (meta)package. We’ll go into more detail about (meta)package installations in Chapter 4, Additional Kali Installations and Post-Installation Tasks, but if you’d like to know more about what (meta)packages exist, you can find the full listing at https://www.kali.org/docs/general-use/metapackages/.

Yet another reason why Kali Linux is so popular is that there are several versions available for a multitude of physical, virtual, mobile, and portable devices. Kali is available as a standalone operating system image and can also be installed virtually using their pre-built images for virtual platforms such as VMware and VirtualBox, which will be covered in detail in Chapter 3, Installing Kali Linux, and Chapter 4, Additional Kali Installations and Post-Installation Tasks. There are also versions of Kali for ARM devices, cloud instances, and even the ability to run Kali Linux in Windows 10 under the Windows Subsystem for Linux (WSL). On a personal note, I also use the mobile version of Kali Linux called Kali NetHunter on an old OnePlus phone and also on a Raspberry Pi 4, which, when connected to a power bank, serve as the ultimate portable security assessment toolkit. As far as installation on mobile phones goes, NetHunter (and even Kali Linux itself in some cases) can be installed on a variety of phones from Samsung, Nokia, OnePlus, Sony, Xiaomi, Google, or ZTE. We’ll look at installing Kali Linux in VirtualBox and Raspberry Pi 4 in Chapter 4, Additional Kali Installations and Post-Installation Tasks.

The fact that Kali Linux offers all these features for free and can be easily upgraded with the addition of new tools just a couple of clicks and commands away makes it the perfect purple teaming solution. Let’s take a look at red, blue, and purple teaming and the skillsets required for each team.

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Key benefits

  • Gain red, blue, and purple team tool insights and understand their link with digital forensics
  • Perform DFIR investigation and get familiarized with Autopsy 4
  • Explore network discovery and forensics tools such as Nmap, Wireshark, Xplico, and Shodan

Description

Kali Linux is a Linux-based distribution that's widely used for penetration testing and digital forensics. This third edition is updated with real-world examples and detailed labs to help you take your investigation skills to the next level using powerful tools. This new edition will help you explore modern techniques for analysis, extraction, and reporting using advanced tools such as FTK Imager, Hex Editor, and Axiom. You’ll cover the basics and advanced areas of digital forensics within the world of modern forensics while delving into the domain of operating systems. As you advance through the chapters, you'll explore various formats for file storage, including secret hiding places unseen by the end user or even the operating system. You’ll also discover how to install Windows Emulator, Autopsy 4 in Kali, and how to use Nmap and NetDiscover to find device types and hosts on a network, along with creating forensic images of data and maintaining integrity using hashing tools. Finally, you'll cover advanced topics such as autopsies and acquiring investigation data from networks, memory, and operating systems. By the end of this digital forensics book, you'll have gained hands-on experience in implementing all the pillars of digital forensics: acquisition, extraction, analysis, and presentation – all using Kali Linux's cutting-edge tools.

Who is this book for?

This book is for students, forensic analysts, digital forensics investigators and incident responders, security analysts and administrators, penetration testers, or anyone interested in enhancing their forensics abilities using the latest version of Kali Linux along with powerful automated analysis tools. Basic knowledge of operating systems, computer components, and installation processes will help you gain a better understanding of the concepts covered.

What you will learn

  • Install Kali Linux on a Raspberry Pi4 and various other platforms
  • Run Windows applications in Kali Linux using Windows Emulator as WINE
  • Learn the importance of RAM, filesystem, data, and Cache in DFIR
  • Perform file recovery, data carving, and extraction using Magic Rescue
  • Explore the latest Volatility 3 framework and analyze the memory dump
  • Explore various ransomware types and discover artifacts for DFIR investigation
  • Perform full DFIR automated analysis with Autopsy 4
  • Become familiar with Network Forensic Analysis Tools (NFAT)
  • Become well-versed in incident response procedures and best practices
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Publication date : Apr 14, 2023
Length: 414 pages
Edition : 3rd
Language : English
ISBN-13 : 9781837635153
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Table of Contents

23 Chapters
Part 1: Blue and Purple Teaming Fundamentals Chevron down icon Chevron up icon
Chapter 1: Red, Blue, and Purple Teaming Fundamentals Chevron down icon Chevron up icon
Chapter 2: Introduction to Digital Forensics Chevron down icon Chevron up icon
Chapter 3: Installing Kali Linux Chevron down icon Chevron up icon
Chapter 4: Additional Kali Installations and Post-Installation Tasks Chevron down icon Chevron up icon
Chapter 5: Installing Wine in Kali Linux Chevron down icon Chevron up icon
Part 2: Digital Forensics and Incident Response Fundamentals and Best Practices Chevron down icon Chevron up icon
Chapter 6: Understanding File Systems and Storage Chevron down icon Chevron up icon
Chapter 7: Incident Response, Data Acquisitions, and DFIR Frameworks Chevron down icon Chevron up icon
Part 3: Kali Linux Digital Forensics and Incident Response Tools Chevron down icon Chevron up icon
Chapter 8: Evidence Acquisition Tools Chevron down icon Chevron up icon
Chapter 9: File Recovery and Data Carving Tools Chevron down icon Chevron up icon
Chapter 10: Memory Forensics and Analysis with Volatility 3 Chevron down icon Chevron up icon
Chapter 11: Artifact, Malware, and Ransomware Analysis Chevron down icon Chevron up icon
Part 4: Automated Digital Forensics and Incident Response Suites Chevron down icon Chevron up icon
Chapter 12: Autopsy Forensic Browser Chevron down icon Chevron up icon
Chapter 13: Performing a Full DFIR Analysis with the Autopsy 4 GUI Chevron down icon Chevron up icon
Part 5: Network Forensic Analysis Tools Chevron down icon Chevron up icon
Chapter 14: Network Discovery Tools Chevron down icon Chevron up icon
Chapter 15: Packet Capture Analysis with Xplico Chevron down icon Chevron up icon
Chapter 16: Network Forensic Analysis Tools Chevron down icon Chevron up icon
Index Chevron down icon Chevron up icon
Other Books You May Enjoy Chevron down icon Chevron up icon

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esgar jimenez Jun 01, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
As a Digital Forensics professional for 5 years, and in cybersecurity for 9, this book explains the differences between Red, Blue, and Purple Teams. Did a great job covering the versatility of Kali Linux. Also, presented some excellent tools that are not only open source but can be used to get started in the field. The book goes in-depth just enough to provide understanding but not enough to overwhelm the reader with information. Great information.
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Cody May 21, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
For those new to digital forensics or Linux, this book will be extremely useful from front to back without being overwhelming or difficult to understand. Everything is covered from the most basic topics such as identifying storage devices, to acquiring data from the target/evidentiary media and performing simple data recovery and analysis.For those who are already professional level forensic examiners… if Kali isn’t part of your toolbox yet, this is a good way to add it. The latter chapters even cover several subjects often left out of other forensic books such as malware, ransomware, identifying devices on a network, and network traffic/packet analysis.
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John R. Jun 27, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
I enjoyed this book and found it to be a great resource. It covers a vast array of many digital forensic tools and approaches that are standards in the industry. The best aspect of this book compared to other similar books is the way the topics are outlined, introduced, and are presented in a logical order. This really makes each chapter make sense and build successfully off one another.
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Agustin Jun 21, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Kali Linux is turning to be a must have for every cyber security professional out there since it is so versatile and has every tool you can think of built in to perform penetration testing but also forensics. This book will help you unlock that knowledge and capabilities to perform DFIR actions with free tools!
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CRF May 29, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
"Digital Forensics with Kali Linux" is an invaluable resource for both aspiring and experienced digital forensic professionals. Packed with practical examples, step-by-step tutorials, and real-world case studies, this book provides a comprehensive guide to mastering digital forensics using the powerful tools and capabilities of Kali Linux.One of the standout features of this book is its focus on network and memory forensics, which are critical areas in modern cyber investigations. The authors present a detailed exploration of network forensics, including packet capture analysis, intrusion detection, and network traffic analysis. They delve into the intricacies of memory forensics, covering memory acquisition techniques, analyzing volatile data, and investigating malicious code in memory. These topics are of utmost importance in today's cyber landscape, and the book does an excellent job of equipping readers with the necessary skills.The authors' expertise shines through in their clear and concise writing style, making complex concepts accessible to readers with varying levels of technical knowledge. They provide a solid foundation in digital forensics principles and methodology before delving into the practical aspects of using Kali Linux. This makes the book suitable for both beginners and more advanced practitioners seeking to deepen their understanding of the field.One of the strengths of this book is its hands-on approach. Each chapter is filled with practical exercises and lab scenarios, allowing readers to apply the knowledge gained and reinforce their learning. The inclusion of command-line instructions, screenshots, and code snippets makes it easier to follow along and replicate the techniques demonstrated. Furthermore, the book highlights common challenges and provides troubleshooting tips, helping readers overcome hurdles they may encounter during investigations.While the book is primarily focused on Kali Linux 2022.x, the authors do an admirable job of ensuring that the concepts and techniques discussed remain relevant and adaptable to future versions. Digital forensics is a rapidly evolving field, and the authors acknowledge this by emphasizing the importance of staying updated and adapting to changing technologies and methodologies.In conclusion, "Digital Forensics with Kali Linux” an excellent resource for individuals interested in digital forensics and cyber investigations. The book strikes a fine balance between theory and hands-on practice, providing readers with the necessary tools and knowledge to navigate the intricate world of digital forensics using Kali Linux. Whether you are a beginner or an experienced professional, this book will undoubtedly enhance your investigation skills and serve as a valuable reference in your digital forensic journey.
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  2. Sadly, if your eBook or Video file is faulty or a fault occurs during the eBook or Video being made available to you, i.e. during download then you should contact Customer Relations Team within 14 days of purchase on customercare@packt.com who will be able to resolve this issue for you.
  3. You will have a choice of replacement or refund of the problem items.(damaged, defective or incorrect)
  4. Once Customer Care Team confirms that you will be refunded, you should receive the refund within 10 to 12 working days.
  5. If you are only requesting a refund of one book from a multiple order, then we will refund you the appropriate single item.
  6. Where the items were shipped under a free shipping offer, there will be no shipping costs to refund.

On the off chance your printed book arrives damaged, with book material defect, contact our Customer Relation Team on customercare@packt.com within 14 days of receipt of the book with appropriate evidence of damage and we will work with you to secure a replacement copy, if necessary. Please note that each printed book you order from us is individually made by Packt's professional book-printing partner which is on a print-on-demand basis.

What tax is charged? Chevron down icon Chevron up icon

Currently, no tax is charged on the purchase of any print book (subject to change based on the laws and regulations). A localized VAT fee is charged only to our European and UK customers on eBooks, Video and subscriptions that they buy. GST is charged to Indian customers for eBooks and video purchases.

What payment methods can I use? Chevron down icon Chevron up icon

You can pay with the following card types:

  1. Visa Debit
  2. Visa Credit
  3. MasterCard
  4. PayPal
What is the delivery time and cost of print books? Chevron down icon Chevron up icon

Shipping Details

USA:

'

Economy: Delivery to most addresses in the US within 10-15 business days

Premium: Trackable Delivery to most addresses in the US within 3-8 business days

UK:

Economy: Delivery to most addresses in the U.K. within 7-9 business days.
Shipments are not trackable

Premium: Trackable delivery to most addresses in the U.K. within 3-4 business days!
Add one extra business day for deliveries to Northern Ireland and Scottish Highlands and islands

EU:

Premium: Trackable delivery to most EU destinations within 4-9 business days.

Australia:

Economy: Can deliver to P. O. Boxes and private residences.
Trackable service with delivery to addresses in Australia only.
Delivery time ranges from 7-9 business days for VIC and 8-10 business days for Interstate metro
Delivery time is up to 15 business days for remote areas of WA, NT & QLD.

Premium: Delivery to addresses in Australia only
Trackable delivery to most P. O. Boxes and private residences in Australia within 4-5 days based on the distance to a destination following dispatch.

India:

Premium: Delivery to most Indian addresses within 5-6 business days

Rest of the World:

Premium: Countries in the American continent: Trackable delivery to most countries within 4-7 business days

Asia:

Premium: Delivery to most Asian addresses within 5-9 business days

Disclaimer:
All orders received before 5 PM U.K time would start printing from the next business day. So the estimated delivery times start from the next day as well. Orders received after 5 PM U.K time (in our internal systems) on a business day or anytime on the weekend will begin printing the second to next business day. For example, an order placed at 11 AM today will begin printing tomorrow, whereas an order placed at 9 PM tonight will begin printing the day after tomorrow.


Unfortunately, due to several restrictions, we are unable to ship to the following countries:

  1. Afghanistan
  2. American Samoa
  3. Belarus
  4. Brunei Darussalam
  5. Central African Republic
  6. The Democratic Republic of Congo
  7. Eritrea
  8. Guinea-bissau
  9. Iran
  10. Lebanon
  11. Libiya Arab Jamahriya
  12. Somalia
  13. Sudan
  14. Russian Federation
  15. Syrian Arab Republic
  16. Ukraine
  17. Venezuela