Philter is an application that finds, identifies, and removes sensitive information, such as protected health information (PHI) and personally identifiable information (PII), and user-defined sensitive information from natural language text. Philter is ideal for usage in text processing pipelines where sensitive information needs removed, encrypted, or redacted from the text.