Learn how Azure AI Language’s PII detection identifies and redacts sensitive data like phone numbers and emails to comply with GDPR and CCPA. Discover step-by-step strategies for configuring entity masking, regional data processing, and audit logs to protect personal information in documents and communications.
Table of Contents
Question
You need to use the appropriate Azure AI Language service to comply with regulations, such as the General Data Protection Regulation (GDPR) and California Consumer Privacy Act (CCPA), by identifying and protecting sensitive personal information in documents or communications.
Which of the following is the service you need to use for this?
A. Prosodic unit creation
B. Sentiment analysis
C. PII detection
D. Entity linking
Answer
C. PII detection
Explanation
Azure AI Language offers a personally identifiable information (PII) detection feature as part of its suite of machine learning and AI algorithms for processing written language. This feature specializes in identifying, categorizing, and redacting sensitive information such as PII from unstructured text. Its key functionalities include:
Identification of PII: Azure AI Language detects various types of sensitive information in text, including:
- Phone numbers
- Email addresses
- Social security numbers
- Passport numbers
- Credit card numbers
- Custom PII types defined by you
Categorization of PII: Azure AI Language classifies the detected PII into specific categories for organization and further processing.
Entity linking is a service that connects entities in text to corresponding knowledge bases. It does not focus on identifying and protecting sensitive information specifically.
Prosodic unit creation is a service that is part of the speech synthesis process and focuses on grouping words into phrases or sentences for natural speech output. It is not relevant to PII identification or protection.
Sentiment analysis is a service that analyzes text to understand the emotions or opinions expressed, which does not align with the specific requirement of complying with data privacy regulations by identifying and protecting PII.
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