Securing Legacies: Developing an AI-Enhanced Privacy Architecture for Military Family Knowledge Systems

The document outlines a project, titled "Securing Legacies," aimed at developing an AI-Enhanced Privacy Architecture for Military Family Knowledge Systems under the Air Force District of Washington (AFDW). The objective is to create a dynamic knowledge base integrating data from the Department of Defense and other agencies to support military families. The architecture will ensure the secure collection of personal data while addressing privacy concerns, particularly concerning personally identifiable information (PII) and sensitive health data. The proposed research includes essential features such as data anonymization, compartmentalization, lineage tracking, consent documentation, and meticulous access controls. AI technology will play a vital role in monitoring privacy compliance, detecting unauthorized access, and assessing risks to enhance data protection. The project is structured in three phases: Phase I focuses on the feasibility and reference architecture for a knowledge base; Phase II involves developing a prototype that integrates data from various systems; and Phase III explores dual-use applications of the technology across both DOD and commercial sectors. Ultimately, the initiative aims to establish robust protocols for safeguarding military family legacies while enhancing the sense of belonging for service members and veterans.