Proactive data breach prevention in remote translation environments

摘要

Techniques for proactive prevention of data breaches are provided. A first text segment corresponding to a sensitive entity is identified in a string of text, based on one or more security profiles. The first text segment in the string of text is replaced with a first entity holder. A first translation is generated by processing the string of text with a first translation service, and a second translation is generated by processing the first text segment with a second translation service, distinct from the first translation service. The first and second translations are merged to produce a final translation, where merging the first and second translations comprises removing the first entity holder from the final translation.