Sensitive Information Disclosure refers to the unintended exposure of confidential data—such as personal identifiable information (PII), financial records, health documents, business secrets, security credentials, and legal materials—by large language models (LLMs), which can lead to unauthorized access, privacy violations, and intellectual property breaches