Volatility Memory Analysis Article Featured in eForensics Magazine

eForensics April 2013

Check out this month’s issue of eForenics Magazine for my article on Memory Analysis using Volatility 2.2 and DumpIt!

“Analyzing system memory for artifacts is a technique used by forensic analysts, security specialists and those that analyze malware.

In this article we will cover how to obtain a complete copy of system memory from a computer using the easy to use program “DumpIt”. We will then take this memory dump and analyze it with the popular memory analysis tool “Volatility”.

With Volatility, you can pull a list of what software was installed on a system, what processes were running, what network connections were active, and a whole lot more.

We will look at all of this and even see how to pull password hashes from a memory dump. Lastly we will try our hand at analyzing a memory image infected with a sample of Stuxnet.”

The magazine also includes:

  • Cold Boot Memory Forensics by Alexander Sverdlov
  • MALWARE FORENSICS & ZEUS by Mikel Gastesi ,  Jozef Zsolnai & Nahim Fazal
  • Establishing a Center for Digital Forensics Investigative Services on the Cloud by Dr. Rocky Termanini
  • Digital Continuity of Government Records by Dr. Stilianos Vidalis
  • And more!

Check it out! (Subscription Required)

Analyzing E-mail .Msg files and Attachments without Outlook

I had a copy of an e-mail that had a virus in it that I wanted to analyze. The problem was that the Outlook e-mail message was in .msg format. My virtual machine that I was using to analyze malware was Windows XP based. The problem was that the included Outlook Express would not open the Outlook saved .msg file. And I did not want to install Outlook on the system.

So is there a way to read the file and recover the attachment without using Outlook?

Of course, like other Office file formats (like .docx) the .msg file is just zipped!

I tried several techniques to open the Outlook .msg file, even downloading an open source program that reads them. I could read the message but could not get to the attachment. And I needed the attachment so I could analyze it for malware. On a whim, I tried unzipping the .msg file, and it worked!

I am not sure why I didn’t try that earlier. I knew that you can unzip .docx files and get a lot of forensic information like who created the file and who modified it (This technique helped catch a collar bomber in Australia).

Sure enough unzipping the .msg file worked:

Suspicious mail unzipped

Navigating into the unzipped folder I saw this:

E-mail unzipped

A bunch of random file names and folders. But it would appear that there is a method to this madness. A quick search on the web netted an article from 2003 on decoding this cryptic .msg format. According to the article, “Each substg contains a piece of information. The first four of the eight digits at the end tells you what kind of information this is. (Property). The last four digits tells you the type (binary, ascii, unicode etc.)

Looking at the decoding chart we find the following information:

0x0C1A: Sender name
0x0C1F: Sender email
0x0E1D: Subject (normalized)
0x1000: Message body

Using this information opening the _substg1.0_0E1D001F file with a text editor and we see the subject line, “Cute Puppies!

And if we open the file containing the message body we find:

“Oh my goodness, you just have to check out these adorable puppies!!!
Just open and run the attached files.


Hacker Joe

Okay, someone named “Hacker Joe” wants us to open and run the attached file claiming it is about cute puppies. Yeah, this is definetly suspicious.

The “_recip” directories contain information about each recipient and the “_attach” directories contain the attachments. Bingo! Let’s take a look at the _recip directory:

Attached directory

Using the decode chart we see:

//Attachments (37xx):
0x3701: Attachment data		<- This is the binary attachment
0x3703: Attach extension
0x3704: Attach filename

Okay, if we used a text editor, we will find the attachment file name in 0x3704, it’s extension in 0x3703 and the actual file data in 3701. In this sample case, the whole filename was found in 3704:


Okay, looks like a shortened DOS name, but we see that it is a PNG file. This may or not be true. If you thought the file was truly malicious, you could take the 3701 file (the binary data) and upload it to a site like Virustotal.com to have it scanned as we did here:


The attachment was scanned with 46 different anti-virus programs and nothing malicious was found. It could still be malicious, but the chances are lower now. Let’s take a look at the actual file (3701) with a text editor.

Binary attachment data

Okay, notice the %PNG right at the beginning. This pretty much tells us that the file is indeed a .PNG or a graphic image. If we renamed the file and gave it a .png extension, it should open up and show us the image.

NOTE: this is a test file on a sandboxed virtual machine in a test analysis environment. Never open a suspicious attachment on a live, unprotected system!

Renaming the file to suspicious.png Windows now recognizes it as a picture. And if I open this file I see:

Cute Puppies

Well, would you look at that, Cute Puppies!

In our fake example, the e-mail from “Hacker Joe” was indeed just cute puppies. Again this was just a test example, the real suspicious email in question was very craftfully worded and the attachment was a newer Backdoor Trojan that only 2 AV engines detected on VirusTotal.

In this article we learned how to open and view saved Outlook e-mails without actually having Outlook. We really didn’t cover Malware Analysis which is a very interesting field. Want to learn how to dissect malware like a pro? Check out the highly recommended book Practical Malware Analysis.

Windows 8 Open Source Memory Analysis Fail

Wow, spent a lot of time yesterday trying to do some memory analysis on Windows 8 with a couple open source tools…

And completely failed.

I wanted to analyze a suspended Win8 virtual machine’s memory and see what information could be pulled from it. I know VMWare has a “vmss2core” utility that will do the trick. Of course I had Windows 8 in a Virtualbox VM. No problem, I exported and imported to VMWare Workstation with no problems. Okay, it hung up on first boot in VMWare, but a hard reset and everything was right as rain on the next boot.

Next I suspended the VM, grabbed the .vmem and the .vmss suspension files and tried to run it through vmss2core:

C:\VM>vmss2core.exe -W windows8.vmem windows8.vmss
vmss2core version 812388 Copyright (C) 1998-2012 VMware, Inc. All rights reserved.

Unrecognized .vmss file (magic f000ff53).

Unrecognized .vmss file… Okay, not to be deterred, I rebooted the Windows 8 VM and took a snapshot. Vmss2core also works with snapshots!

Same error.

I actually read the help features for Vmss2core and realized that it has a “-W8” command for Windows 8! Doh!

Used that… Same error…

Okay, bothered now, but still undeterred, I figured I would just boot the system up and run MoonSols DumpIt command to get a copy of the active RAM. Then I can use the memory dump output and feed it into Volatility!

Or so I thought…

DumpIt works great for grabbing a full copy of your active RAM so you can analyze it for artifacts. Simply Download the file, and place it where you want it – USB drive, hard drive etc. Then just run the command, and the full active memory of the system will be saved in the same directory.

I ran DumpIt in Windows 8 and it worked flawlessly:

Yeah! Now all I need to do is take the .raw memory dump file and feed it into the memory analysis program Volatility. And I should be able to see tons of information and artifacts including network connections, users, services and other goodies!  🙂

I started out by using the imageinfo command. This command returns the exact operating system level to Volatility so that it correctly maps memory locations with services when you use the more advanced commands.

(I created a whole series on using volatility to perform analysis on Windows 7 last year)

When I ran Volatility, it was unable to determine the OS level. I was using the latest version that just came out this month. A quick search on their website and it looks like Wind0ws 8 functionality will not be out for several more months…

Well, that was the final brick wall for me. I had other things to do and had to walk away from it at that point.

Anyone have any ideas or know of any other open source memory analysis tools like Volatility that will work with Windows 8?

Windows 8 Forensics: Reset and Refresh Artifacts

(Note:  The following information is primarily from a paper that I wrote detailing the Windows 8 Reset and Refresh functions.  A few pieces have been changed for formatting, but the structure has stayed the same.  The sections are broken down in the same manner as the paper. – Ethan Fleisher)

1. Introduction

1.1 Research Problem

Windows 8 ships with a new feature that will be extremely handy for the average consumer; the Reset and Refresh function.  This allows a user to choose whether or not to reinstall the OS, quickly reset their entire computer, or thoroughly reset their entire computer.  A function that has the potential to wipe out data is of extreme importance to the world of digital forensics, as it could easily make or break a case.  This paper will delve into what can be found on a machine that has had the refresh, quick reset, or thorough reset function performed on it.

2. Refreshed and Reset Machines

Before diving into the differences between a refreshed machine and a reset machine, the first important thing to look at is whether or not the machine even had one of the two functions performed on it.

2.1 Recovery Directory

Within the system recovery volume on a Windows 8 computer, a folder named recovery can be found.  Within the recovery folder, a folder labeled with the GUID will exist.  Three files are located in this folder: Winre.wim, boot.sdi, and ReAgent.xml.  Winre.wim is the windows image format file, boot.sdi is the windows deployment system image, and ReAgent.xml, which is associated with recovery.  All of this is typical behavior and can be found on any installation of a Windows 8 machine.

Windows 8 – System Recovery Volume\Recovery\GUID\ReAgent.xml

When a Refresh or Reset is done to a system, a new file/folder can be found in the Recovery folder on the system volume.  The folder, named logs, contains a file named Reload.xml.  The information contained within this file remains the same, whether or not the system was refreshed or reset.

Windows 8 – System Recovery Volume\Recovery\Logs\Reload.xml

3. Refresh vs. Data Generation

Upon first glance, there are three folders that pop out when comparing a refreshed image to one that has never been refreshed.  The windows partition contains: $SysReset, Windows.old, and Lost Files:

 4. Lost Files

To start, we’ll take a look at the Lost Files folder.  This folder will appear on more than just a system that has been refreshed, but it is still worth mentioning what it is.  The Lost Files folder contains files that still have a MFT entry on the system, but their parent folder has been deleted.  The files and folder that contained them were deleted, and the only the parent folder was overwritten.  However, the files within were not overwritten, and the MFT entries are still present.  Due to the entries still being present, forensic software is still able to know that the file exists.

With that being said, the Lost Files folder could potentially hold data of forensic value, but, in regards to this Windows 8 paper, is nothing new.

5. $SysReset

The SysReset folder contains a vast amount of information, ranging from log files to migration xml documents, all of which provide useful information to a forensic investigator.

5.1 Bin Directory

The bin directory is a great asset of information.  Within the bin directory, a directory named rollback can be found.  There are three text files that provide information relevant to the refresh that happened.  These files are:

1.       QuarantineLog.txt
2.       LogRestore.txt
3.       FolderMoveLog.txt

5.1.1 QuarantineLog.txt

QuarantineLog.txt displays which folders were saved, and where they were saved.  The contents of QuarantineLog.txt are as follows:

5.1.2 LogRestore.txt

LogRestore.txt contains the location of the migration log from the reset. This will be explained in further detail  later.

example:  D:\$SysReset\Logs\Mig

5.1.3 FolderMoveLog.txt

FolderMoveLog.txt contains a list of all folders that were moved, with listing their new location followed by their previous location.  It is notated in the format:

New file location | Previous file location

Within this text file, files ranging from typical user document files to internet favorites and also metro settings are found.

5.2 Framework Directory

The framework directory contains information that does not immediately appear to be very helpful.

Within Framework\Migration\Preserve is a file named Immersive Apps MigrationMigration.xml.  This file contains information that appears to relate to metro apps.  It contains registry key information, as well as multiple lines stating “rejuvenation”.   These rejuvenation lines relate to:

  •     AppX Payload
  •     AppX Licensing
  •     Modern Tiles
  •     Modern App Data
  •     AppX Enterprise Apps Authorization
  •     AppX Lock Screen Notifications
  •     AppX Application Tamper State Cache

5.3 Logs Directory

$SysReset contains a directory named Logs as well.  Within this directory are multiple log files and xml files defining the migration process during the refresh, stating where files previously were and also where the files currently reside.

Within the $SysReset\Logs directory is a file named MigLog.xml, as well as two subdirectories Mig and Rollback.  These files are the ones that appear to be of most importance.

5.3.1 MigLog.xml

MigLog.xml can be relatively beneficial to determining basic information about the machine itself.  Information such as the system name, user name and SID correlation, last access times/log in times, and windows mapping schemes can all be found here.

For example, by doing a simple ctrl-f search for the username that was used, the first hit provided me with last access, profile path, SID, and the domain that the account was tied to.


5.3.2 Logs\Mig Subdirectory

Within the sub-directory Mig are three files, two log and one xml, that provide more information about the system.  These three files are setupact.log, systemresetplatform.log, and miglog.xml.

5.3.3 Setupact.log

Setupact.log holds some basic information about the system and the setup itself.  All user profiles that are present on the machine at the time of the migration can be located within here.  By searching for the string “Processing Profile”, all of the accounts that are migrated over can be found.  These range from the system profile to localservice and networkservice, and also the created users themselves.  Default locations are mapped for each user as well.

The machine name, SID, and GUID can all also be found in the setupact.log


Finally, all apps that were recursively downloaded on the Windows 8 store and migrated over can be found.  Doing a search for the string “STORERECURSIVE” will bring display this.  A list of all applications downloaded from the Windows store can be found here.

5.3.4 Systemresetplatform.log

This relatively short log file contains a couple pieces of information.   It is convenient, that like the other logs, this one also gives timestamps for when the events happened.  This can very easily put a date and time to the refresh.  Also, much like setupact.log, all of the immersive metro apps that were installed on the system and migrated over can be found here.

Perhaps the more interesting piece of information on this page though is where old registry keys were unloaded to.  These keys include the software hive, system hive, and NTUSER.dat hives.  This is located at the very end of this log.

5.3.5 MigLog.xml

MigLog.xml contains similar information to the previous files, including system names, SSID numbers, domain names, profile names, mapping information, and more.  Any of these logs can be used to gain information about the system and the migration process, giving investigators locations of both old data and new migrated locations.

5.4 MigEngineStore Directory

The MigEngineStore directory contains two subdirectories: MachineSpecific and XMLs.  The MachineSpecific folder has two files containing information, migstate.dat and catalog.mig.  After  very briefly parsing these, however, it appears that the information provided is nothing overly new when compared to the other files that have been found.

The XMLs subdirectory contains two xml files, both of which appear to simply ensure that the system is setup correctly.  Once again, the information in here may be useful, but it would extremely situational.

5.5 MigEngineWork and Temp

The remaining directories in $Sys.Reset are MigEngineWork and Temp.  With the system I worked on, both of these were empty.

6. Windows.Old

The windows.old folder is an amazing resource.  Opening this folder is almost like opening the computer before the refresh was even done.  When initially drilling through the folder structure, it appears to resemble exactly that of the previous computer.

The simple breakdown of a few key points and differences looks like this:

6.1 $Recycle.Bin

Within the $Recycle.Bin folder, deleted files that were never emptied from the recycle bin can still be found.  However, unlike the current version of the system, the $R file is not displayed with its file name.  Instead, it is simply given the $R value.  However, the metadata is still present, and the $I file still contains the data itself.

6.2 System Volume Information

This folder cannot be found in the windows.old directory, only under the new install.

6.3 Users

A majority of the data in each user’s directory can be recovered from a refreshed machine.

Internet history is preserved and can be found within here.  Primarily, with Windows 8, we will be looking in a variety of places, including WebCachev24.dat and the IndexedDB directory within <user>\appdata\local\microsoft\internet explorer.  Other internet related activity, such as TypedURLs and TypedURLsTime results from NTUSER.dat, can be recovered as well.

An interesting key can be found in NTUSER.dat\software\microsoft\windows\currentversion\settingsync.  At this location is a registry value labeled LastLocalTimeChange.  This value is displayed in big endian hex format.

When run through DCode, the value in the above picture yielded Wed, 20 June 2012 16:41:10 UTC.  This could help to place the computer in a specific proximity on a certain date at the very least.

Because I was logged into the system under a Microsoft Live account, however, I would be curious to see if this key exists when only a local account has been used and the Microsoft Sync was not occurring.

Each user’s desktop contains an html file named Removed Apps.  Opening this file shows all removed applications that were installed by a third party vendor on the machine.

All of the users downloads, pictures, videos, and music are also left untouched and intact in their native folders.

Taking a glance at where Windows 7 stored jump list information, c:\users\<user>\appdata\roaming\microsoft\windows\recent\automaticdestinations, I was quickly able to find the same information.  Many of the pieces of information listed in here came from recent locations that were touched, including websites, downloaded files, and pictures.

All user assist information is capable of being captured within the windows.old directory as well.

Other items such as open/save MRUs, LNK files, RunMRU, Last Visited MRU, were all found in the same locations as Windows 7.

6.4 Windows

Before diving into registry hives, the first thing I checked was for the existence of event logs.  Much to my avail, all of the computers event logs can be located within system32\winevt\logs.  Simply exporting and viewing them in whatever preferred event log viewer is all that is necessary.

When taking a quick glance at the registry, all plugged in USB devices are able to be determined as well.  Doing a quick search for setupapi.dev.log provided results, and allowed for me to determine the first time USB drives were plugged into the system.

Other files such as prefetch files and system information, i.e. timezone info, and network history information can still be found in the same areas as Windows 7.

7. Reset vs. Data Generation

Upon first glance of a system that has undergone either of the reset functions, it would appear that not much information can be located.  Unlike the Refresh function, which contained two folders full of information (SysReset and Windows.Old), a reset machine appears as a though it is a fresh image.  While looking through the various folders, however, I was able to come across important artifacts.

The recovery volume of the system appears to be relatively untouched by the resets done to the computer.  As shown below, the MFT, $Bitmap, and other important system files were, for the most part, created and last written to prior to the reset of the computer.

Only a few other pieces of evidence were found that put the computer to a previous date.  Internet history within WebCacheV24.dat can still be located from before the machine was reset.

As noted previously, 36 bytes prior to the Visited: Ethan@http/website (highlighted in blue) is the timestamp of the visit in big-endian format.  The decoded value of this (DC 60 82 DF 4C 4A CD 01 – big endian) is equal to Thu, 14 June 2012 16:43:49 UTC.  The computer itself was reset on Wednesday, June 20th, 2012.

Along with this discovery, the history.IE5 folder contains subdirectories from dates prior to the reset, yet they all still contain empty container.dat files.

Exporting WebCacheV24.dat and parsing it with EseDbViewer presented user browsing information as well, dating back to the creation of the virtual machine.

Besides these pieces of evidence, there isn’t much that can pin the machine back to before the reset date; at least, not much that I found.  Running log2timeline, however, did provide some information about the system prior to the reset.

Most of the information that was parsed by log2timeline unfortunately just related to the system recovery partition, and more or less displayed that there was existence of a system before the reset occurred.

With the exception of these few artifacts recovered from the machine, not much else has been found that can be recovered.  Although it is somewhat disappointing, the fact that a chunk of internet history still exists is amazing.  Log2timeline giving us an insight to the fact that the system existed on a certain date is also helpful in the grand scheme of a timeline.

Both the quick and thorough resets left behind the same traces of data.  One function did not outperform the other in terms of data deletion, even when it came to WebCacheV24.dat.

8. Conclusion

It appears that a system that was simply refreshed can still provide a plethora of evidence to an investigator.  Seemingly everything about the machine pre-refresh can be recovered, and is conveniently placed into a nifty folder named windows.old.  Information in regards to the migration process itself, old mappings versus new mappings, and the exact date and time of the refresh can be found by examining the $SysReset folder and checking the specific log and xml files within.

All in all, let’s hope that people will refresh their computer if they perform any of the three features, or that other artifacts are left behind when more user activity is done on the computer.

Keep in mind too that all of this testing is being done on release preview.  Although I doubt it would change drastically when the release itself hits in a couple months, it is possible some artifacts may change.

About the Author:

Ethan Fleisher is a Senior majoring in Computer and Digital Forensics at Champlain College. Originally from Carlisle, Pennsylvania, Ethan currently works as a Forensic Intern and System Administrator at the Senator Patrick Leahy Center for Digital Investigation where he is involved in real life investigation forensic analysis, network and system administration, and forensic research. Ethan has spent close to the last year researching the Microsoft Windows 8 OS with focus on revealing new artifacts and attempting to confirm previous methodologies.

(Guest post provided by Ethan Fleisher. Original article can be found at the author’s blog dig4n6.blogspot.com.)