Top Secret: Automatically filter sensitive information
2 days ago
- #chatbots
- #named-entity-recognition
- #data-security
- Preventing logging sensitive information in network requests is possible with parameters, but free text requires a different approach.
- Named-entity recognition (NER) and regex can be combined to filter sensitive information from free text.
- Top Secret filters and restores sensitive data in chatbot interactions using mappings.
- Conversation history should be filtered to prevent sensitive data leakage.
- Top Secret can validate and prevent storing sensitive information in databases.
- Filters can be customized or disabled if validations are too strict.