3. During an investigation, a security analyst discovers traffic going out to a command-and-control server. The analyst must find out if any data exfiltration has occurred. Which of the following would best help the analyst determine this?

Answer: D

Explanation:

Packet capture would best help the analyst determine if data exfiltration has occurred.

Packet capture allows the analyst to examine the actual data packets that were transmitted over the network. This method provides detailed insights into the content of the traffic, enabling the analyst to identify any unauthorized data transfers to the command-and-control server.

A) Application log

Application logs typically record events and errors from specific applications but may not capture network-level data or the specifics of data being sent out, making them less effective for detecting data exfiltration incidents.

B) Metadata

While metadata can provide context about the data being transferred, such as timestamps and sizes, it does not include the actual content of the data. Therefore, it may not be sufficient for determining whether sensitive data has been exfiltrated.

C) Network log

Network logs do provide information about the traffic going to and from the network, but they often lack the granularity needed to analyze the specific contents of the data packets. As a result, they may not be adequate for confirming data exfiltration.

D) Packet capture

Packet capture is the most effective option as it allows the analyst to capture and analyze all network packets, providing a complete view of the data being transmitted. This capability is crucial for identifying any unauthorized data exfiltration.

Conclusion

In summary, packet capture is the definitive method for determining if data exfiltration has occurred because it allows for in-depth analysis of the actual data being sent. Other options, while useful, do not provide the necessary level of detail to confirm data theft effectively. Therefore, D is the correct choice for this investigation.