Building Argus: AI & ML threat detection at scale in Cloudflare
Presented by: Henry Montagu
Originally aired on October 24 @ 4:30 AM - 5:00 AM EDT
As Customer Zero, Cloudflare faces unique security challenges at massive scale. Every corporate action flows through Cloudflare Gateway, generating billions of events. To spot critical security threats in this ocean of data, we built Argus. Powered by Spark, Argus uses AI and machine learning to ingest Gateway telemetry alongside other Cloudflare logs like DLP to surface high-fidelity anomalies. Generative AI agents then automatically triage and enrich these alerts, creating a continuous, self-improving defense loop. Discover how we transform our own Zero Trust data into a proactive threat detection engine.
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