TABOO: Detecting Unstructured Sensitive Information Using Recursive Neural Networks

Abstract

Abstract-Leak of sensitive information from unstructured text documents is a costly problem both for government and for industrial institutions. Traditional approaches for data leak prevention are commonly based on the hypothesis that sensitive information is reflected in the presence of distinct sensitive words. However, for complex sensitive information, this hypothesis may not hold.