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This article introduces Google Cloud's enhanced Sensitive Data Protection (SDP) and its new context-aware capabilities for securing AI data pipelines.
•SDP now uses advanced AI to power context classifiers (medical, finance) and image object detectors (faces, passports) to identify and mask sensitive information
•In Vertex AI, SDP enables managed data discovery that continuously scans for sensitive markers, including within unstructured image data, and generates redacted versions instead of discarding data
•For live AI interactions, SDP detects natural language context (e.g., distinguishing a health issue from a technical one) to trigger redaction or block conversations
•Combining context classifiers with traditional pattern matching (regex) reduces false positives by boosting or suppressing findings based on semantic category
•SDP serves as the underlying engine for Model Armor, Security Command Center, and Contact Center as a Service
This summary was automatically generated by AI based on the original article and may not be fully accurate.