Kengo Yamazaki

SIPPA: A Service-Initiated Privacy-Preserving Personalization Architecture for User-Owned On-Device AI Agents

Personalization is commonly implemented as a platform-centric capability in which service providers collect and retain user data, then use it to optimize personalized outputs. Although this model improves recommendation quality, it couples personalization utility with the service...