Google agent security system detects tool misuse, loops, rogue behavior

Google launched Agent Anomaly Detection, a supervision layer for autonomous agents on the Gemini Enterprise platform. It detects tool misuse, privilege abuse, cascading failures and rogue agents, publishing findings to Security Command Center. Available in Private Preview.

• Detectors cover OWASP agentic Top 10 risks: tool misuse, privilege abuse, cascading failures, rogue agents
• Analysis is layered: stats across all traces, then LLM review of suspicious sessions
• Findings include severity, explanation and recommendations, available via API
• Requires ADK for Python 1.2+ and enabled OpenTelemetry telemetry