PHI Exposure Detection in Audit Logs

Given synthetic application logs, identify lines containing possible protected health information, label the PHI type, and avoid flagging safe operational identifiers.

Compare measured quality, workload cost, and latency across model tiers. Results are task-specific and directional—not a general model ranking.