CNIT and Department of Information Engineering and Computer Science, University of Trento, Trento, 32123, Italy.
School of Engineering, Newcastle University, Newcastle upon Tyne, NE1 7RU, UK.
Sci Rep. 2023 Feb 14;13(1):2591. doi: 10.1038/s41598-023-29413-2.
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.
为了将人为的通信伪装成自然信号,水下收发器可以选择预先录制动物的叫声,并以一种对经过训练的接收者具有有意义信息的方式回放。这种被称为仿生学的操作,已被用于执行秘密通信和发出用于定位的宽带信号,方法是将预先录制的动物声音回放到环境中,或设计频谱接近生物声学声音的人工波形。然而,动物中的有机发声体结构与水下声纳收发器中使用的电声换能器在传输特性上有很大的不同。在本文中,我们观察了通过换能器前端传输预先录制的动物叫声所引起的失真,并认为可以通过适当的熵度量来检测这种失真。我们为此目的测试了十种不同的度量标准,包括通过仿真传输和两个现场实验。我们的结果表明,哪些信号和熵度量标准导致检测到换能器引起的失真的概率最高,从而暴露正在进行的秘密通信。我们的研究强调了人造设备在再现生物声学声音时所带来的限制,并促使选择可能对通信或定位不利但有助于避免暴露伪装传输的仿生学信号。