Intimate Partner Infiltration (IPI)--a type of Intimate Partner Violence (IPV) that typically requires physical access to a victim's device, often manifests through digital surveillance, control, and monitoring. Unlike conventional cyberattacks, IPI perpetrators leverage close proximity and personal knowledge to circumvent standard protections, underscoring the need for targeted interventions. This paper, published by a group of scholars from three universities across the US, propose an Automated IPI Detection system that continuously monitors for unauthorized access and suspicious behaviors on smartphones. The paper's findings suggest that AID can serve as a forensic tool within security clinics, scaling their ability to identify IPI tactics and deliver personalized, far-reaching support to survivors.