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Using Hyper-V to Capture Network Traffic of Malware-infected VMs

#1
08-09-2023, 01:33 AM
Capturing network traffic from Malware-infected VMs using Hyper-V is a practical technique for analyzing malicious behavior. Utilizing a controlled environment allows us to observe how malware interacts with network resources, enabling better understanding and development of detection mechanisms. Here's some insight into how to set this up and what to look out for.

I have often found that configuring virtual machines in Hyper-V for this purpose is straightforward yet requires some attention to detail. Assuming you have Hyper-V installed and a VM ready, setting up network traffic capture starts with configuring the VM's network settings. The key to this is the use of a virtual switch, either external or internal. An external switch connects VMs to the physical network, facilitating real-world scenarios, while an internal switch restricts traffic to local VMs and the host. For analysis of malware, the external switch can be more insightful since you want to mimic how malware would operate in a real environment.

Creating a virtual switch starts from the Hyper-V Manager. You can go to the "Virtual Switch Manager" and choose to create a new external virtual switch. Just give it a name, and select the physical network adapter to bind it. This switch will then allow your VM to send and receive traffic over the network, effectively allowing you to see its interactions with both internal and external resources.

Once the switch is set up, I usually attach it to the VM running the malware. This is done by accessing the VM's settings in Hyper-V Manager, going to the network adapter settings, and linking it to the newly created external switch. I take care to ensure that I have the proper firewall settings in place on the host machine to avoid any unintended exposure.

Next, to capture traffic, I commonly use tools like Wireshark. Installing Wireshark directly on the host system allows for interception of all network packets sent to and from the VM. However, there’s another method using Microsoft Message Analyzer, but since it has been deprecated, I frequently stuck with Wireshark. After the installation, I configure it to monitor the virtual switch interface.

You need to be mindful about choosing the right interface. When opening Wireshark, you'll see various interfaces; one pertaining to the virtual switch will usually be labeled based on the adapter that is bound to it. Selecting the correct one is crucial as it will reveal the packets being transmitted and received by the VM. I often recommend applying filters early on to streamline the data capture process.

For malware traffic analysis, I often use filters like 'http', 'dns', or 'icmp' based on the behavior I expect from the malware. If it’s a web-based infection, the HTTP traffic will be particularly relevant since this is where command and control communications often happen. I use the filter 'http' to focus solely on HTTP packets, which helps in identifying suspicious activity such as anomalous DNS requests or connections to known bad IP addresses.

For example, if you were working with ransomware, you may see a spike in HTTP requests made to specific domains which could be indicative of data exfiltration attempts. By tracking these requests down, you can find out more about the malware’s intent and how it behaves after infection.

During one of my analyses of a known banking trojan, the capture highlighted communications with multiple external IPs. Each request was made shortly after certain actions were performed on the infected VM, such as form filling or accessing online banking sites. This enabled me to pinpoint not only the endpoints involved but also the potential infrastructure behind the attacks. Correlating all this with other logs and behaviors can often paint a clearer picture of the infection vectors.

Another thing to consider is that some malware may be designed to evade detection. That’s why I make sure to keep a close eye on patterns and anomalies in the packet captures. If you start seeing encrypted HTTPS traffic, for example, it can be an indication of tunneling or a go-to method for malware to communicate without raising alarms. Setting up Wireshark to decrypt SSL traffic could provide valuable insights here, but this usually involves managing certificates which can be tricky.

Besides capturing network traffic, I often collect other signs of malware behavior by enabling guest services in Hyper-V. These services can provide important data like consolidation of performance metrics, which can help track resource usage that may spike during malware operation. It may not directly affect network capture, but higher resource consumption can sometimes point to certain types of malware, particularly coin miners.

Of course, you should also be aware of potential contamination of your host device. Running malware in a VM is generally safer, but misconfigurations can lead to issues. I make sure to isolate the VM thoroughly, including leveraging snapshots for reverting to clean states as needed. Hyper-V offers decent snapshot functionality, which allows for quick reverting. In operating with malware, keeping your clean baseline handy is non-negotiable.

During one case where I configured paste options in Hyper-V, it nearly led to a cross-contamination incident where clipboard content was inadvertently transferred between the host and VM. Doing this type of rigorous testing reminded me to enforce strict policies to avoid such issues, so configuring without shared resources is a step I always take.

As the traffic is being captured in Wireshark, a good practice is to regularly perform analysis. I like to set my captures to run for a specific time frame or until a particular event occurs, employing filters based on what I know about the malware’s behavior. Reports can then be created based on the findings and shared with colleagues for further investigation or operational adjustments.

As the captured traffic can be sizeable, I employ Wireshark’s export and analysis features. Certain types of analysis, especially when dealing with large datasets, can become cumbersome; using the export option means I can quickly share findings with peers or document processes, avoiding the ‘one-off’ scenario with complex data.

DNS traffic analysis usually reveals juicy details. Many malware variants rely on DNS for command and control communication. It’s quite insightful to watch for DNS queries that don’t fit typical patterns. For instance, I remember having an instance where malware was calling out to domains with peculiar TLDs. This raised immediate alerts since legitimate traffic rarely shows such characteristics, prompting a deeper investigation.

Tools such as Bro/Zeek can also be invaluable once you gather enough data, as they provide real-time network monitoring capabilities. Although this step is not directly linked to Hyper-V, combining the capabilities of different tools always yields a richer dataset for analysis. If you enable Bro to work alongside the capture machine configured for monitoring Hyper-V, the enriched dataset can significantly aid in differentiation between benign and malicious activities.

Additionally, understanding the protocols in play during these captures is essential. I’ve often remarked that packet analysis requires a certain level of proficiency with common network protocols. This knowledge helps when sifting through captured data and understanding not just the what, but the how and why behind specific actions observed in an infected environment.

During one memorable project, I noticed a huge burst of ICMP traffic. ICMP flooding is often used as a means of stealth reconnaissance, and I was able to correlate timestamps with observed glitches in network performance. This led me to conclude that the malware was likely probing network segments outside the VM to identify potential targets. It’s these kinds of insights that make the analysis process rewarding.

Once you have completed the capture and analysis, consider the integration of learned behaviors back into your security posture and strategies. Review how infections occurred and what traffic patterns emerged, feeding this back into the security processes you may have in place. Leveraging the newly gathered data makes for continuous improvement in detecting and remediating malware threats.

In one specific instance, after thoroughly analyzing a malware infection’s traffic, we adjusted our firewall settings to better catch those suspicious-looking DNS queries. This proactive adjustment resulted in more robust defenses against similar attacks in the future.

Ensuring that I have a reliable backup solution is another vital consideration while analyzing malware. Solutions such as BackupChain Hyper-V Backup are used to ensure that all critical data is kept safe, allowing rollback during incidents. It’s a smart approach to have backups that minimize the risk of data loss during the analysis phase.

When dealing with malware analysis, always keep in mind that preparation is key. The lessons learned through traffic captures can have wide-reaching implications on how we deploy defenses against malware threats. Every packet captured offers insights into evolving techniques used by threat actors, and understanding these can help in shaping future security measures.

The continual process of learning from malware behaviors enables us to bolster our defenses and share knowledge with peers. By using Hyper-V to replicate real-world scenarios, the ability to see how malware acts gives us an edge in securing our environments from malicious activity.

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Using Hyper-V to Capture Network Traffic of Malware-infected VMs - by Philip@BackupChain - 08-09-2023, 01:33 AM

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