Securing visual search queries in ubiquitous scenarios empowered by smart personal devices.

•Smart personal devices are assuming a fundamental role in ubiquitous communication.•Such devices provide sophisticated cameras and new visual search interfaces facilities.•Ever-increasing need for secure and resilient visual query mechanisms for these devices.•We propose an innovative secure visual search system for ubiquitous computing scenarios.•Such system is suitable for all applications requiring secure visual queries.