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 lenslessmic


LenslessMic: Audio Encryption and Authentication via Lensless Computational Imaging

Grinberg, Petr, Bezzam, Eric, Prandoni, Paolo, Vetterli, Martin

arXiv.org Artificial Intelligence

ABSTRACT With society's increasing reliance on digital data sharing, the protection of sensitive information has become critical. Encryption serves as one of the privacy-preserving methods; however, its realization in the audio domain predominantly relies on signal processing or software methods embedded into hardware. In this paper, we introduce LenslessMic, a hybrid optical hardware-based encryption method that utilizes a lensless camera as a physical layer of security applicable to multiple types of audio. We show that Lensless-Mic enables (1) robust authentication of audio recordings and (2) encryption strength that can rival the search space of 256-bit digital standards, while maintaining high-quality signals and minimal loss of content information. The approach is validated with a low-cost Raspberry Pi prototype and is open-sourced together with datasets to facilitate research in the area. Index T erms-- Lensless imaging, audio, privacy, encryption, authentication 1. INTRODUCTION With the rapid growth of digital connectivity, security risks such as data leaks, content manipulation, and deepfakes have become increasingly prevalent.