Book Review: "The Art of Memory Forensics"
I recently received a copy of The Art of Memory Forensics (thanks, Jamie!!), with a request that I write a review of the book. Being a somewhat outspoken proponent of constructive and thoughtful feedback within the DFIR community, I agreed.
This is the seminal resource/tome on memory analysis, brought to you by THE top minds in the field. The book covers Windows, Linux, and Mac memory analysis, and as such must be part of every DFIR analyst's reading and reference list. The book is 858 pages (not including the ToC, Introduction, and index), and is quite literally packed with valuable information.
Some context is necessary...I'm writing this review as someone who has used Volatility for some time, albeit not to it's fullest possible extent. I'm more of an incident responder, and not so much a malware reverse engineer; I tend to work with some really good malware RE folks and usually go to them for the deeper stuff. I've converted hibernation files and found some pretty interesting artifacts within the resulting raw memory (my case notes are rife with some of these artifacts), and I've reached to Jamie Levy on several occasions for support. In addition, I recently completed the five-day Volatility training course.
Also, I spend most of my time working on Windows systems; as such, I cannot offer a great deal of value, nor insight, when it comes to reviewing the information that this book contains on Linux and Mac memory. However, I have worked with some of the folks who provided material for these sections, and I've seen them present at the Open Memory Forensics Workshop (OMFW), and to say that these folks are competent is a gross understatement.
That being said, this book is the most comprehensive reference that covers the topic of memory analysis, from start to finish, available. The authors begin the book by providing a detailed description of system architecture, as it pertains to memory, discussing address translation and paging (among other topics) before progressing into data structures. This ground-up approach provides the foundational knowledge that's really required for a complete understanding of memory analysis. The book then proceeds with a complete walk-through of the Volatility Framework itself, covering topics such as plugins, basic and advanced usage, etc. There is even a chapter that covers just memory acquisition, addressing tools, tool usage, and hive extraction (using the TSK tools) to assist in profile identification. All of this information is covered prior to addressing actual memory analysis, so that by the time a reader gets to chapter 5, they should have some understanding of memory structure and how to acquire memory.
Something pointed out in chapter 4 (Memory Acquisition) is worth repeating...that memory acquisition via software is a "topic of heated debate". While the authors do provide a comprehensive list of software tools that can be used to acquire memory, they also state that the list is not to be viewed as an evaluation, nor should the reader consider the fact that a tool is on the list as an endorsement of that tool. As such, YMMV based on personal experience...
Throughout the book, the authors bring their incredible wealth of experience to bear in this book, as well. After all, who better to write a book such as this than the folks who developed the Volatility Framework as a means to meet their own needs in memory analysis, while working on what are arguably the most technologically complex cases seen. The section on Windows memory forensics covers 14 chapters, and interspersed throughout those chapters are examples of how memory analysis can be used to assist in a wide range of analysis. Each section starts with an "objectives" section that outlines what the reader can expect to understand once they've completed the section, and many sections provide IRL (or near-IRL) examples of how to use Volatility to support the analysis in question. As such, the authors are not just providing a "...use this plugin...", as much as they're also providing examples of what the output of the plugin means, and how it pertains to the investigation or analysis in question.
At this point, I've had my copy of the book for a few days, and I've had a ruler and highlighter on hand since I first cracked the spine. The formatting of the book is such that I've already started adding my own notes to the margins, based on my own exams. I've found it valuable to go back to case notes and write notes in the margins of the book, adding context from my own exams to what the author's have provided. This simply increases the value to the book as a reference resource. In addition, the book is rife with caveats, concerns, and tidbits...such as the section on Timestomping Registry Keys, and what intruders have done that modify the LastWrite time of the Policy\Secrets key in the Security hive. There's even an entire section on timelining!
If you have an interest in memory analysis, this is THE MUST-HAVE resource! To say that if you or anyone on your team is analyzing Windows systems and doesn't have this book on your shelf is wrong, is wholly incorrect. Do NOT keep this book on a shelf...keep it on your desk, and open! Within the first two weeks of this book arriving into your hands, it should have a well-worn spine, and dirty finger prints and stains on the pages! If you have a team of analysts, purchase multiple copies and engage the analysts in discussions. If one of your analysts receives a laptop system for analysis and the report does not include information regarding the analysis of the hibernation file, I would recommend asking them why - they may have a perfectly legitimate reason for not analyzing this file, but if you had read even just a few chapters of this book, you'd understand why memory analysis is too important to ignore.
This is the seminal resource/tome on memory analysis, brought to you by THE top minds in the field. The book covers Windows, Linux, and Mac memory analysis, and as such must be part of every DFIR analyst's reading and reference list. The book is 858 pages (not including the ToC, Introduction, and index), and is quite literally packed with valuable information.
Some context is necessary...I'm writing this review as someone who has used Volatility for some time, albeit not to it's fullest possible extent. I'm more of an incident responder, and not so much a malware reverse engineer; I tend to work with some really good malware RE folks and usually go to them for the deeper stuff. I've converted hibernation files and found some pretty interesting artifacts within the resulting raw memory (my case notes are rife with some of these artifacts), and I've reached to Jamie Levy on several occasions for support. In addition, I recently completed the five-day Volatility training course.
Also, I spend most of my time working on Windows systems; as such, I cannot offer a great deal of value, nor insight, when it comes to reviewing the information that this book contains on Linux and Mac memory. However, I have worked with some of the folks who provided material for these sections, and I've seen them present at the Open Memory Forensics Workshop (OMFW), and to say that these folks are competent is a gross understatement.
That being said, this book is the most comprehensive reference that covers the topic of memory analysis, from start to finish, available. The authors begin the book by providing a detailed description of system architecture, as it pertains to memory, discussing address translation and paging (among other topics) before progressing into data structures. This ground-up approach provides the foundational knowledge that's really required for a complete understanding of memory analysis. The book then proceeds with a complete walk-through of the Volatility Framework itself, covering topics such as plugins, basic and advanced usage, etc. There is even a chapter that covers just memory acquisition, addressing tools, tool usage, and hive extraction (using the TSK tools) to assist in profile identification. All of this information is covered prior to addressing actual memory analysis, so that by the time a reader gets to chapter 5, they should have some understanding of memory structure and how to acquire memory.
Something pointed out in chapter 4 (Memory Acquisition) is worth repeating...that memory acquisition via software is a "topic of heated debate". While the authors do provide a comprehensive list of software tools that can be used to acquire memory, they also state that the list is not to be viewed as an evaluation, nor should the reader consider the fact that a tool is on the list as an endorsement of that tool. As such, YMMV based on personal experience...
Throughout the book, the authors bring their incredible wealth of experience to bear in this book, as well. After all, who better to write a book such as this than the folks who developed the Volatility Framework as a means to meet their own needs in memory analysis, while working on what are arguably the most technologically complex cases seen. The section on Windows memory forensics covers 14 chapters, and interspersed throughout those chapters are examples of how memory analysis can be used to assist in a wide range of analysis. Each section starts with an "objectives" section that outlines what the reader can expect to understand once they've completed the section, and many sections provide IRL (or near-IRL) examples of how to use Volatility to support the analysis in question. As such, the authors are not just providing a "...use this plugin...", as much as they're also providing examples of what the output of the plugin means, and how it pertains to the investigation or analysis in question.
At this point, I've had my copy of the book for a few days, and I've had a ruler and highlighter on hand since I first cracked the spine. The formatting of the book is such that I've already started adding my own notes to the margins, based on my own exams. I've found it valuable to go back to case notes and write notes in the margins of the book, adding context from my own exams to what the author's have provided. This simply increases the value to the book as a reference resource. In addition, the book is rife with caveats, concerns, and tidbits...such as the section on Timestomping Registry Keys, and what intruders have done that modify the LastWrite time of the Policy\Secrets key in the Security hive. There's even an entire section on timelining!
If you have an interest in memory analysis, this is THE MUST-HAVE resource! To say that if you or anyone on your team is analyzing Windows systems and doesn't have this book on your shelf is wrong, is wholly incorrect. Do NOT keep this book on a shelf...keep it on your desk, and open! Within the first two weeks of this book arriving into your hands, it should have a well-worn spine, and dirty finger prints and stains on the pages! If you have a team of analysts, purchase multiple copies and engage the analysts in discussions. If one of your analysts receives a laptop system for analysis and the report does not include information regarding the analysis of the hibernation file, I would recommend asking them why - they may have a perfectly legitimate reason for not analyzing this file, but if you had read even just a few chapters of this book, you'd understand why memory analysis is too important to ignore.