English

On Massive MIMO Physical Layer Cryptosystem

Information Theory 2015-07-30 v1 math.IT

Abstract

In this paper, we present a zero-forcing (ZF) attack on the physical layer cryptography scheme based on massive multiple-input multiple-output (MIMO). The scheme uses singular value decomposition (SVD) precoder. We show that the eavesdropper can decrypt/decode the information data under the same condition as the legitimate receiver. We then study the advantage for decoding by the legitimate user over the eavesdropper in a generalized scheme using an arbitrary precoder at the transmitter. On the negative side, we show that if the eavesdropper uses a number of receive antennas much larger than the number of legitimate user antennas, then there is no advantage, independent of the precoding scheme employed at the transmitter. On the positive side, for the case where the adversary is limited to have the same number of antennas as legitimate users, we give an O(n2)\mathcal{O}\left(n^2\right) upper bound on the advantage and show that this bound can be approached using an inverse precoder.

Keywords

Cite

@article{arxiv.1507.08015,
  title  = {On Massive MIMO Physical Layer Cryptosystem},
  author = {Ron Steinfeld and Amin Sakzad},
  journal= {arXiv preprint arXiv:1507.08015},
  year   = {2015}
}

Comments

To be presented at ITW 2015, Jeju Island, South Korea. 6 Pages, 1 Figure

R2 v1 2026-06-22T10:21:12.622Z