AI Cyber Defense
Baseline by comparable workload role and time period. Escalate new destinations when combined with sensitive data access or unexpected process behavior.
Network detection, DNS and egress analytics2 นาทีในการอ่าน
อ่านบทความ : AI Cyber Defense: Build a baseline that preserves rare legitimate destinations
AI Cyber Defense
Combine DNS shape with volume, destination novelty and endpoint context. Use resolver enforcement and incident review before blocking a shared provider domain.
Network detection, DNS and egress analytics2 นาทีในการอ่าน
อ่านบทความ : AI Cyber Defense: Investigate DNS tunneling hypotheses with multiple signals
AI Cyber Defense
Score periodicity alongside new destination access and host behavior. Preserve raw intervals for analyst review instead of alerting only on a derived score.
Network detection, DNS and egress analytics2 นาทีในการอ่าน
อ่านบทความ : AI Cyber Defense: Detect periodic outbound traffic without assuming a fixed beacon
AI Cyber Defense
Use fingerprints as an enrichment signal and verify source software before blocking. Maintain update context and avoid treating a fingerprint as a stable identity.
Network detection, DNS and egress analytics2 นาทีในการอ่าน
อ่านบทความ : AI Cyber Defense: Correlate TLS metadata with asset role
AI Cyber Defense
Map sensors to network paths and alert when expected telemetry stops. Keep an independent source such as firewall flow logs for important boundaries.
Network detection, DNS and egress analytics2 นาทีในการอ่าน
อ่านบทความ : AI Cyber Defense: Validate Zeek sensor completeness before hunting
AI Cyber Defense
Route high-consequence alerts to a case that includes matching connection and application events. Tune only after inspecting representative true and benign matches.
Network detection, DNS and egress analytics2 นาทีในการอ่าน
อ่านบทความ : AI Cyber Defense: Join Suricata alerts to flow and application context
AI Cyber Defense
Create workload-specific transfer budgets and destination controls. Escalate unusual exports when the principal also reads data outside its normal purpose.
Network detection, DNS and egress analytics2 นาทีในการอ่าน
อ่านบทความ : AI Cyber Defense: Use egress volume relative to data access context
AI Cyber Defense
Document the join path from public tuple to internal asset and user. Avoid automatic endpoint isolation when attribution lacks the necessary translation record.
Network detection, DNS and egress analytics2 นาทีในการอ่าน
อ่านบทความ : AI Cyber Defense: Account for NAT when attributing network activity
AI Cyber Defense
Define approved encrypted DNS use by device group and enforce supported settings. Route exceptions through an owner-controlled process and preserve privacy boundaries.
Network detection, DNS and egress analytics2 นาทีในการอ่าน
อ่านบทความ : AI Cyber Defense: Detect unauthorized encrypted DNS paths
AI Cyber Defense
Use domain novelty to enrich risk and apply stricter treatment to sensitive workloads. Allow reviewed exceptions without whitelisting an entire hosting provider.
Network detection, DNS and egress analytics2 นาทีในการอ่าน
อ่านบทความ : AI Cyber Defense: Monitor newly registered domains without broad collateral blocking
AI Cyber Defense
Allow approved enterprise tenants and workflows using supported controls. Require additional review for transfers to unknown accounts from sensitive systems.
Network detection, DNS and egress analytics2 นาทีในการอ่าน
อ่านบทความ : AI Cyber Defense: Protect telemetry when attackers use common cloud endpoints
AI Cyber Defense
Alert on new peer relationships from restricted roles and correlate with remote-service authentication. Keep authorized discovery identities explicitly registered.
Network detection, DNS and egress analytics2 นาทีในการอ่าน
อ่านบทความ : AI Cyber Defense: Investigate lateral discovery through relationship changes