V.8 Monitoring and Anomaly Detection

Control Objective

Continuously monitor the use of LLM-powered applications to detect anomalous behavior or outputs that could indicate security incidents or system misuse.



Continuously monitor the usage patterns of LLM applications for anomalies that could indicate security incidents, such as unexpected spikes in usage or deviations from typical output patterns.


Establish logging and alerting mechanisms for events that could suggest prompt leaks, such as the appearance of canary tokens (see 5.7) in logs or unexpected language patterns.

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