A SOC analyst is reviewing DNS logs and observes a workstation issuing hundreds of unique subdomain queries under the domain telemetry-sync[.]net, each returning an NXDOMAIN response within seconds. No matching HTTP traffic appears in the proxy logs. Which attack technique is most consistent with this pattern?
A DGA generates many pseudo-random subdomains under a parent domain so malware can locate an active C2 server without hardcoded addresses. The burst of unique subdomains, rapid timing, and predominantly failed resolutions are classic DGA fingerprints, since most generated names are unregistered and therefore return NXDOMAIN.
Why this answer
The combination of a high volume of unique subdomain queries, automated rapid timing, and mostly failed resolutions is the signature of domain generation algorithm activity, where malware cycles through algorithmically produced domains seeking a live command-and-control endpoint. DNS tunneling and exfiltration both require successful resolution and encoded payloads, and fast flux manipulates IP rotation rather than subdomain generation.
Exam trap
The trap here is assuming any unusual DNS pattern is tunneling, when failed resolutions at high volume actually point to algorithmically generated domains rather than an established covert channel.