If a document contains ID numbers and phone numbers, can they be automatically masked (desensitized) before translation?
“Sending documents containing customer personal information directly to the AI engine may violate compliance regulations such as GDPR or CCPA.”
Root Cause Analysis
Pre-processing Desensitization Layer
Before text is sent to large models (such as GPT-4), 商译 AI’s local pre-processing layer leverages regular expressions and NLP techniques to identify email addresses, phone numbers, ID numbers, and credit card numbers, replacing them with placeholders such as {REDACTED_ID}.
Post-translation restoration (optional)
Depending on user configuration, this sensitive information can be restored to its original location after the translation is generated, or it can remain desensitized for secure distribution. Throughout the entire process, sensitive data never leaves the country or is written to disk.
Final Solution Summary
Add an intelligent 'privacy lock' to cross-border data flows.