Statistical intrusion detection and eavesdropping in quantum channels
with coupling: Multiple-preparation and single-preparation methods
- URL: http://arxiv.org/abs/2106.09280v1
- Date: Thu, 17 Jun 2021 07:04:54 GMT
- Title: Statistical intrusion detection and eavesdropping in quantum channels
with coupling: Multiple-preparation and single-preparation methods
- Authors: Yannick Deville, Alain Deville, Ali Mansour, Razvan Scripcaru, Cornel
Ioana
- Abstract summary: Non-quantum communications include configurations with multiple-input multiple-output (MIMO) channels.
Some associated signal processing tasks consider these channels in a symmetric way, i.e. by assigning the same role to all inputs.
We here address asymmetric (blind and non-blind) ones, with emphasis on intrusion detection and additional comments about eavesdropping.
- Score: 2.2469167925905777
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Classical, i.e. non-quantum, communications include configurations with
multiple-input multiple-output (MIMO) channels. Some associated signal
processing tasks consider these channels in a symmetric way, i.e. by assigning
the same role to all channel inputs, and similarly to all channel outputs.
These tasks especially include channel identification/estimation and channel
equalization, tightly connected with source separation. Their most challenging
version is the blind one, i.e. when the receivers have (almost) no prior
knowledge about the emitted signals. Other signal processing tasks consider
classical communication channels in an asymmetric way. This especially includes
the situation when data are sent by Emitter 1 to Receiver 1 through a main
channel, and an "intruder" (including Receiver 2) interferes with that channel
so as to extract information, thus performing so-called eavesdropping, while
Receiver 1 may aim at detecting that intrusion. Part of the above processing
tasks have been extended to quantum channels, including those that have several
quantum bits (qubits) at their input and output. For such quantum channels,
beyond previously reported work for symmetric scenarios, we here address
asymmetric (blind and non-blind) ones, with emphasis on intrusion detection and
additional comments about eavesdropping. To develop fundamental concepts, we
first consider channels with exchange coupling as a toy model. We especially
use the general quantum information processing framework that we recently
developed, to derive new attractive intrusion detection methods based on a
single preparation of each state. Finally, we discuss how the proposed methods
might be extended, beyond the specific class of channels analyzed here.
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