Mukul Mangla

Localized Intelligence with Built In Confidentiality: A Policy Aligned Framework for Privacy Aware TinyML Systems

2025 · International Journal Multidisciplinary Science

The proliferation of intelligent applications on microcontrollers and low power devices has underscored the urgency for privacy preserving machine learning paradigms. Following this cloud-based infrastructure paradigm, where latency, privacy, and compliance concerns arise, TinyML Machine …