Category Archives: Training

Video: Tracking Investigations with Timelines

As humans, we rely on visualizing things to solve problems, even when we don’t realize it. In this video, I want to talk about how you can use timelines to visualize investigations. This is useful for tracking active investigations, retracing your steps and identifying gaps in your analysis, and relaying investigation output to management.

If you like this video, you’ll enjoy my Investigation Theory course, which it is a part of.

In this thirty minute video I illustrate the complexity of investigations and describe why visualizations are important. From there, I explain how timelines can fit this gap, and the types of events that are notable for tracking on a timeline. From there, I use VisJS to provide an example of how you can create simple timelines to track your investigations.

I’ve also included the following resources:

  • A sample timeline using VisJS
  • A directory structure and HTML page for managing timelines

You can download these resources here.

Video: Building an NSM Lab

Building a security lab is something I get asked about really often. So often, in fact, that I decided to put some of my notes together and record a short training video on the topic. This video is only a small part of a much larger series I’m developing, so if you’re interested in learning more about that when it’s available, sign up for my mailing list.

In this one hour video I discuss the importance of an NSM lab and go through a systematic approach to building your own. I go through the following topics:

  • Analyzing your needs to define your inputs and desired outputs
  • Modeling your lab by building a list of technologies
  • The pros and cons of physical, virtual, and cloud based labs
  • Choosing the right platform for your lab
  • Designing your lab network
  • Sourcing the right hardware for your lab
  • Taking a step by step approach to designing and building the lab

Once you’re done with this video, you should have a system you can follow to build a lab that will help you test and build detection, analyze malware, and create simulations. I also provide a lot of insight to my own personal lab I use for my writing and my day job. I’ve also included some additional resources:

  • Lab planning worksheet
  • An exact parts list from my lab
  • Two example lab network diagrams
  • The network diagram for my personal lab

You can access the additional resources mentioned in the video by signing up here.

Mailing List Availability

If you like the content on my blog, one of my presentations, or enjoyed any of my books, consider signing up for my new mailing list. You can do so here:

I’ll be using the list to occasionally collect feedback about research I’m doing and to send out preliminary research and content that won’t be appearing on the blog. If you’re interested in my work, this is a great way to contribute and benefit from it. I’ll also be sharing details about some new training content I have coming up and how you can get free or discounted access by signing up early and providing feedback. Lastly, I’ll provide information about new publications, discount codes, and the occasional free book giveaway.

My Review of SANS FOR610: Reverse Engineering Malware

I had the opportunity to take the SANS FOR610: Reverse Engineering Malware course in Orlando a couple of weeks ago and I wanted to write about my experience with the course. It’s no secret that I’m a big proponent of SANS. I’ve taken SEC 503 and SEC 504 at live events and I also mentor both courses here locally in Charleston. I wanted to take FOR610 as my next course because malware analysis is something I’ve not done a significant amount of. I’ve done a fair amount of behavioral analysis but very little code analysis at the assembly level and the course syllabus appeared to be heavy on that subject so it seemed like a natural fit to help fill in some of my knowledge gaps.


The course in Orlando was taught by Lenny Zeltser. Lenny is the primary author of the materials, and he also runs a great blog over at that I’ve followed for quite some time. I’ve been to a lot of different training courses and have also provided courses myself so I’ve seen plenty of bad instructors and good instructors. One of the things I find most challenging when teaching is taking highly complex subject matter and breaking it down in such a way that it is understandable. Being able to do this effectively is one of my primary criteria for defining a good instructor. That said, Lenny is perhaps one of the best teachers I’ve had. He took all of the highly complex concepts and broke them down in such a way that they were understandable at some level for every one in the class. He provided clear guidance and assistance during the lab portions of the class and I don’t remember a single question that was asked that he didn’t have an immediate answer for. His depth of knowledge on the subject was very apparent and appreciated.


The course really has two distinct sides to it: behavioral analysis and code analysis. Depending on your background, you may find this course very difficult at times and easier at others. I have written several programs in languages including Python, PHP, and C as a function of my primary job role, so I understand programming concepts, but I’m not a professional programmer by any stretch. That being the case, I had a harder time with the code analysis portions of the course. If I didn’t have any programming experience, I think I would have been completely lost on more than a few occasions. On the other side of the coin, I had no problems whatsoever with the behavioral analysis instruction and labs, but I could tell that several other people in the class did. From what I gathered by talking to people and looking at name badges, roughly 65-85% of the folks in my class were programmers of some sort. The course is touted as not requiring any previous programming experience, but I think to get the full benefit from the class, you should at least be familiar with core programming concepts, preferably in an object oriented language.

Course Content

The course was 5 days long and covered a variety of topics. I’ve outline some of those here along with the new skills I gained or enhanced as a result of what we learned.

Day 1

The first half of the first day was devoted to the setup of the virtual malware analysis lab used in the course. This is done in such a way so that the virtual lab can be used after you leave the class to do real world malware analysis in your organization using the virtual infrastructure. The second half of day one focused on using the lab for behavioral analysis.

New Skills I Gained: Knowledge of new malware analysis tools.

Day 2

This day built upon our knowledge of behavioral analysis and introduced new concepts related to that. We were introduced to dissecting packed executables and Javascript and Flash malware.

New Skills I Gained: Automated unpacking of packed files. Tools for dissection and extraction of malicious code in Flash objects.

Day 3

This day was devoted to code analysis. We were introduced to assembly and spent a great deal of time looking at commonly identifiable assembly patterns used in malware. This was one of the most useful parts of the class for me. We also looked a bit at anti-disassembling techniques that malware authors use.

New Skills I Gained: Enhanced understanding of assembly. A plethora of anomalies to look for in assembly level code analysis of malware. Patching code at the assembly level to get a desired outcome.

Day 4

The fourth day focused on analysis of malware that was designed to prevent itself from being analyzed. We looked at packers and learned how to manually step through malware code to unpack it for analysis. The day ended with an detailed and highly valuable look into deobfuscating malware in browser scripts.

New Skills I Gained: Detailed understanding of assembly for malware analysis. Manual extraction of unpacked code from packed executables.

Day 5

The final day of the course was another one of the most useful parts of the course for me. This first half of this day focused on analysis of malicious Microsoft Office files and malicious PDFs. After lunch, we covered shellcode analysis and memory analysis.

New Skills I Gained: Tools and procedures for extracting malicious code from MS Office files and PDFs. Better understanding of PDF file structure. Extraction of malware running in memory.


The labs were an integral part of the course. In the labs we analyzed real malware samples in our virtual analysis lab. I’m incredibly happy that we looked at REAL code from REAL attackers rather than simple malware created in a lab for the purpose of the course. Doing things this way we got to see how attackers will often take shortcuts or write bad code that we have to sort through rather than just dissecting cookie cutter malware with no imperfections. The labs served their purpose, helping reinforce new concepts in a practical manner. During the course, everyone had their laptops open and two virtual machines running at all times as we would dive into them for exercises very frequently.

Although I was very pleased with the labs in some ways, I am critical of them for a few other reasons. Prior to the class, you are provided some instructions on how to setup a single Windows based VM that is destined to be infected with malware repeatedly throughout the class. In addition, the instructions said we would be given a version of Remnux, the reverse engineering malware Linux distribution created by Lenny, to use during the class when we got there. I got this all up and running without any problems, but I was pretty upset when I got to the class to find out that there was quite a bit more setup to do. As a matter of fact, almost the entire first half of the first day of instruction was taken up by additional lab configuration. We were given a CD that contained a variety of tools that were to be installed on our Windows VM. I think all in all, we had to install about 25 different tools. Several people asked why these weren’t provided prior to the class and we were told it was so that we would take more ownership over our malware analysis labs and could ask questions. Although I can respect the comments in support of this, I think providing these tools prior to the class along with the other instructions would allow for better use of time. At lunch the first day I felt a bit cheated as my company had paid for an expensive course where I was just sitting around installing software. Providing this software prior to the course and having people come prepared would have allowed for a whole half day of additional instruction which would have been incredibly valuable.

The other primary issue I had with the labs was the format in which they were laid out. In most of the labs, Lenny would teach us a concept and then step through the process on his own system. Then he would turn us loose on our systems to work on the same example he just walked through. Although somewhat helpful, it wasn’t entirely effective since we had just seen him do the same example we were working through. I would contrast this with the lab format in the SEC 503: Intrusion Detection In-Depth course. In that course, students are given a workbook with lab exercises. The instructor there would teach a concept, go through a lab on screen, and then turn students to the workbook and give them some time to work through similar, but different examples. This format provided a great deal more value because we had to do quite a bit more thinking to get through the examples on our own, rather than just recreating what the instructor did.

Summing It Up

Overall, my experience with FOR 610 was very valuable and I’m thrilled I got the chance to take the course. I walked away with a lot of new skills and am able to provide a lot of value to my organization as a result. I now feel completely comfortable performing code analysis of malicious binaries. I also learned more assembly than I ever thought I would and feel like I could even write some simple programs in assembly should I choose to punish myself in that manner. I also gained a greater understanding of lower level operating system components which will prove useful in several cases. Make no mistake, this is a very difficult course, which is why ways numbered it so high. It is the highest level forensics course they teach, and it will challenge you. However, if you are up to it, there is a lot to be learned here, and I have no doubt that it is the best malware analysis course you will find.

You can read more about this course at