Cloudflare

Cloudy Summarizations of Email Detections: Beta Announcement

Aug 29, 2025Ayush Kumar, Nick Blazier, Phil Syme
Cloudy Summarizations of Email Detections: Beta Announcement
SummaryAI, from the source post

This post introduces the beta of Cloudy email detection summaries, an AI-powered feature that translates complex email threat detection logic into clear, human-readable explanations for Security Operations Center (SOC) teams. It details the challenge of opaque detection rules, the hallucination problem encountered during initial LLM implementation, and the safeguards implemented (RAG and model context enhancement) to mitigate this risk. The post provides an example of an improved summary for the SPAM.ASNReputation.IPReputation_Scuttle.Anomalous_HC rule.

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