DNS logs as a data source
DNS logs can record queried names, timestamps, resolver information, source context, and response outcomes. Because DNS often precedes an application connection, it can provide early visibility into outbound communication patterns.
Behavioral patterns
Single DNS queries are often ambiguous. More useful analysis looks for repetition, unusual frequency, algorithmically generated subdomains, domain entropy, and timing patterns that differ from a system's normal behavior.
Infrastructure mapping
DNS records can reveal relationships between domains, subdomains, authoritative providers, CDNs, hosting environments, and resolved IP addresses. Correlating these records with ASN and IP intelligence can expose clusters of related infrastructure.
Suspicious domains
Recently registered domains, unusual TLD choices, high-entropy names, and sudden query spikes can be useful risk indicators. They can occur in phishing, malware, and automated systems, but legitimate software and newly launched services can produce similar patterns.
Privacy and data sensitivity
DNS logs can reveal browsing behavior and therefore deserve careful retention and access controls. Systems should minimize collection, limit retention, and avoid unnecessary correlation with personal identifiers.
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