Mohammed Hasan A

Digital twin-assisted edge-local query resolution for privacy–utility trade-off in location-based services

Location-Based Services (LBS) generate large volumes of sensitive, location-dependent queries that must be processed under strict and often conflicting constraints of privacy and utility. Existing differential privacy (DP) mechanisms face a fundamental limitation: strong guarantees inject excessive noise and degrade ut...