Secure Over-the-Air Computation using Zero-Forced Artificial Noise
This addresses security vulnerabilities in communication-efficient distributed wireless systems, offering a novel approach without relying on external helper nodes, though it is incremental in the field of secure wireless computation.
The paper tackles the problem of securing over-the-air computation against eavesdropping in wireless systems by proposing a scheme that uses zero-forced artificial noise to achieve MSE-security while minimizing distortion at the legitimate receiver, with simulations showing it outperforms other methods.
Over-the-air computation has the potential to increase the communication-efficiency of data-dependent distributed wireless systems, but is vulnerable to eavesdropping. We consider over-the-air computation over block-fading additive white Gaussian noise channels in the presence of a passive eavesdropper. The goal is to design a secure over-the-air computation scheme. We propose a scheme that achieves MSE-security against the eavesdropper by employing zero-forced artificial noise, while keeping the distortion at the legitimate receiver small. In contrast to former approaches, the security does not depend on external helper nodes to jam the eavesdropper's received signal. We thoroughly design the system parameters of the scheme, propose an artificial noise design that harnesses unused transmit power for security, and give an explicit construction rule. Our design approach is applicable in both cases, if the eavesdropper's channel coefficients are known and if they are unknown in the signal design. Simulations demonstrate the performance, and show that our noise design outperforms other methods.