دورية أكاديمية

Mitigating Inaudible Ultrasound Attacks on Voice Assistants With Acoustic Metamaterials

التفاصيل البيبلوغرافية
العنوان: Mitigating Inaudible Ultrasound Attacks on Voice Assistants With Acoustic Metamaterials
المؤلفون: Joshua S. Lloyd, Cole G. Ludwikowski, Cyrus Malik, Chen Shen
المصدر: IEEE Access, Vol 11, Pp 36464-36470 (2023)
بيانات النشر: IEEE, 2023.
سنة النشر: 2023
المجموعة: LCC:Electrical engineering. Electronics. Nuclear engineering
مصطلحات موضوعية: Acoustic metamaterials, filters, ultrasound, voice assistants, wave propagation, Electrical engineering. Electronics. Nuclear engineering, TK1-9971
الوصف: Voice assistants play an important role in facilitating human–machine interactions and have been widely used in audio consumer electronic products. However, it has been shown that they are susceptible to inaudible attacks in which the malicious signals are in the ultrasound regime and cannot be heard by human ears. In this study, we show that a judiciously designed acoustic metamaterial filter can mitigate such attacks by modulating the received signals by the microphones. The metamaterial filter is composed of rigid plates with individual holes which exhibit local resonance phenomena that suppress incoming waves at specific frequencies. The effectiveness of the metamaterial filter is confirmed by experiments that show a combination of the holes can collectively distort the attack signals and protect the smart speakers. Moreover, normal audible signals are not affected by the proposed metamaterial, which adds to the flexibility of the device. The metamaterial filter has a small footprint and can be easily installed on various audio products. Our proposed strategy expands the capacity of acoustic metamaterials and improves the security of devices that use voice assistants.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 2169-3536
العلاقة: https://ieeexplore.ieee.org/document/10100683Test/; https://doaj.org/toc/2169-3536Test
DOI: 10.1109/ACCESS.2023.3266722
الوصول الحر: https://doaj.org/article/122ee51dd6ff4ac78e5b41216df0412fTest
رقم الانضمام: edsdoj.122ee51dd6ff4ac78e5b41216df0412f
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:21693536
DOI:10.1109/ACCESS.2023.3266722