CTI-REALM: A new benchmark for end-to-end detection rule generation with AI agents

2026-03-22T02:52:14Z2294011d6300c3927228f6da4faffbfecb57e1c5ed4160d5215be81ea52ee866
agentic-aiai-securitycredential-theftcti-realmdetection-engineeringemail-securityfake-vpniocsmalwaremicrosoft-defendermicrosoft-purviewobservabilityphishingprompt-abuseprompt-injectionseo-poisoningstorm-2561tax-phishingteams-voice-phishingthreat-inteltrojanvishingzero-trustzero-trust-for-ai

What happened

This collection of Microsoft Security Blog posts announces new AI- and security-focused research, tooling, and investigations. Key items include CTI-REALM, an open-source benchmark for evaluating AI agents that generate end-to-end detection rules from cyber threat intelligence; new guidance and capabilities for securing agentic AI (Zero Trust for AI, observability, and Purview governance enhancements); and practical detection/response guidance for prompt injection and AI observability. Operational threat reporting covers phishing and malware trends—tax-season lures and voice-phishing (Teams v0

Why it matters

A reviewed impact interpretation has not been published for this record.

Evidence and limitations

Source ID
microsoft_security_blog
Record identifier
2294011d6300c3927228f6da4faffbfecb57e1c5ed4160d5215be81ea52ee866
Enrichment time
2026-03-22T02:52:14Z
AI-assisted enrichment
Yes

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