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Acoustic projectors make covert bioacoustic chirplet signals discoverable

To disguise man-made communications as natural signals, underwater transceivers have the option to pre-record animal vocalizations, and play them back in a way that carries meaningful information for a trained receiver. This operation, known as biomimicking, has been used to perform covert communica...

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Autores principales: Casari, Paolo, Neasham, Jeff, Gubnitsky, Guy, Eccher, Davide, Diamant, Roee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9929283/
https://www.ncbi.nlm.nih.gov/pubmed/36788296
http://dx.doi.org/10.1038/s41598-023-29413-2
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author Casari, Paolo
Neasham, Jeff
Gubnitsky, Guy
Eccher, Davide
Diamant, Roee
author_facet Casari, Paolo
Neasham, Jeff
Gubnitsky, Guy
Eccher, Davide
Diamant, Roee
author_sort Casari, Paolo
collection PubMed
description To disguise man-made communications as natural signals, underwater transceivers have the option to pre-record animal vocalizations, and play them back in a way that carries meaningful information for a trained receiver. This operation, known as biomimicking, has been used to perform covert communications and to emit broadband signals for localization, either by playing pre-recorded animal sounds back into the environment, or by designing artificial waveforms whose spectrum is close to that of bioacoustic sounds.However, organic sound-emitting body structures in animals have very different trans-characteristics with respect to electro-acoustic transducers used in underwater acoustic transceivers. In this paper, we observe the distortion induced by transmitting pre-recorded animal vocalization through a transducer’s front-end, and argue that such distortion can be detected via appropriate entropy metrics. We test ten different metrics for this purpose, both via emulated transmission and in two field experiments. Our result indicate which signals and entropy metrics lead to the highest probability of detecting transducer-originated distortions, thus exposing ongoing covert communications. Our research emphasizes the limitations that man-made equipment incurs when reproducing bioacoustic sounds, and prompts for the choice of biomimicking signals that are possibly suboptimal for communications or localization, but help avoid exposing disguised transmissions.
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spelling pubmed-99292832023-02-16 Acoustic projectors make covert bioacoustic chirplet signals discoverable Casari, Paolo Neasham, Jeff Gubnitsky, Guy Eccher, Davide Diamant, Roee Sci Rep Article To disguise man-made communications as natural signals, underwater transceivers have the option to pre-record animal vocalizations, and play them back in a way that carries meaningful information for a trained receiver. This operation, known as biomimicking, has been used to perform covert communications and to emit broadband signals for localization, either by playing pre-recorded animal sounds back into the environment, or by designing artificial waveforms whose spectrum is close to that of bioacoustic sounds.However, organic sound-emitting body structures in animals have very different trans-characteristics with respect to electro-acoustic transducers used in underwater acoustic transceivers. In this paper, we observe the distortion induced by transmitting pre-recorded animal vocalization through a transducer’s front-end, and argue that such distortion can be detected via appropriate entropy metrics. We test ten different metrics for this purpose, both via emulated transmission and in two field experiments. Our result indicate which signals and entropy metrics lead to the highest probability of detecting transducer-originated distortions, thus exposing ongoing covert communications. Our research emphasizes the limitations that man-made equipment incurs when reproducing bioacoustic sounds, and prompts for the choice of biomimicking signals that are possibly suboptimal for communications or localization, but help avoid exposing disguised transmissions. Nature Publishing Group UK 2023-02-14 /pmc/articles/PMC9929283/ /pubmed/36788296 http://dx.doi.org/10.1038/s41598-023-29413-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Casari, Paolo
Neasham, Jeff
Gubnitsky, Guy
Eccher, Davide
Diamant, Roee
Acoustic projectors make covert bioacoustic chirplet signals discoverable
title Acoustic projectors make covert bioacoustic chirplet signals discoverable
title_full Acoustic projectors make covert bioacoustic chirplet signals discoverable
title_fullStr Acoustic projectors make covert bioacoustic chirplet signals discoverable
title_full_unstemmed Acoustic projectors make covert bioacoustic chirplet signals discoverable
title_short Acoustic projectors make covert bioacoustic chirplet signals discoverable
title_sort acoustic projectors make covert bioacoustic chirplet signals discoverable
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9929283/
https://www.ncbi.nlm.nih.gov/pubmed/36788296
http://dx.doi.org/10.1038/s41598-023-29413-2
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