research-article

Anti-Spoofing Voice Commands: A Generic Wireless Assisted Design

Authors:

Jizhong ZhaoAuthors Info & Claims

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Volume 5, Issue 3

Article No.: 139, Pages 1 - 22

https://doi.org/10.1145/3478116

Published: 14 September 2021 Publication History

Abstract

This paper presents an anti-spoofing design to verify whether a voice command is spoken by one live legal user, which supplements existing speech recognition systems and could enable new application potentials when many crucial voice commands need a higher-standard verification in applications. In the literature, verifying the liveness and legality of the command's speaker has been studied separately. However, to accept a voice command from a live legal user, prior solutions cannot be combined directly due to two reasons. First, previous methods have introduced various sensing channels for the liveness detection, while the safety of a sensing channel itself cannot be guaranteed. Second, a direct combination is also vulnerable when an attacker plays a recorded voice command from the legal user and mimics this user to speak the command simultaneously. In this paper, we introduce an anti-spoofing sensing channel to fulfill the design. More importantly, our design provides a generic interface to form the sensing channel, which is compatible to a variety of widely-used signals, including RFID, Wi-Fi and acoustic signals. This offers a flexibility to balance the system cost and verification requirement. We develop a prototype system with three versions by using these sensing signals. We conduct extensive experiments in six different real-world environments under a variety of settings to examine the effectiveness of our design.

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Index Terms

Anti-Spoofing Voice Commands: A Generic Wireless Assisted Design
1. Networks
  1. Network services
2. Security and privacy
  1. Network security

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cover image Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies Volume 5, Issue 3

Sept 2021

1443 pages

EISSN:2474-9567

DOI:10.1145/3486621

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Copyright © 2021 ACM.

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Publication History

Published: 14 September 2021

Published in IMWUT Volume 5, Issue 3

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Cited By

Ma JZhang FJin BSu CLi SWang ZNi J(2024)Push the Limit of Highly Accurate Ranging on Commercial UWB DevicesProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/36596028:2(1-27)Online publication date: 15-May-2024
https://dl.acm.org/doi/10.1145/3659602
Chen YWang JYang J(2024)Exploiting Anchor Links for NLOS Combating in UWB LocalizationACM Transactions on Sensor Networks10.1145/365763920:3(1-22)Online publication date: 6-May-2024
https://dl.acm.org/doi/10.1145/3657639
Arun AHunter WAyyalasomayajula RBharadia DOkoshi TKo JLiKamWa R(2024)WAIS: Leveraging WiFi for Resource-Efficient SLAMProceedings of the 22nd Annual International Conference on Mobile Systems, Applications and Services10.1145/3643832.3661895(561-574)Online publication date: 3-Jun-2024
https://dl.acm.org/doi/10.1145/3643832.3661895
Han MYang HNi TDuan DRuan MChen YZhang JXu W(2024)mmSign: mmWave-based Few-Shot Online Handwritten Signature VerificationACM Transactions on Sensor Networks10.1145/360594520:4(1-31)Online publication date: 11-May-2024
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Zhao CLi ZDing HWang GXi WZhao J(2024)Enabling Multi-Frequency and Wider-Band RFID Sensing Using COTS DeviceIEEE/ACM Transactions on Networking10.1109/TNET.2024.339497432:4(3591-3605)Online publication date: Aug-2024
https://doi.org/10.1109/TNET.2024.3394974
Yang QCui KZheng Y(2024)Room-scale Voice Liveness Detection for Smart DevicesIEEE Transactions on Dependable and Secure Computing10.1109/TDSC.2024.3367269(1-14)Online publication date: 2024
https://doi.org/10.1109/TDSC.2024.3367269
Arun ASaruwatari SShah SBharadia DEskicioglu RHuang PPatwari N(2023)XRLoc: Accurate UWB Localization to Realize XR DeploymentsProceedings of the 21st ACM Conference on Embedded Networked Sensor Systems10.1145/3625687.3625810(459-473)Online publication date: 12-Nov-2023
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Li WHe TJing NWang L(2023)mmHSV: In-Air Handwritten Signature Verification via Millimeter-Wave RadarACM Transactions on Internet of Things10.1145/36144434:4(1-22)Online publication date: 22-Nov-2023
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He QFang S(2023)Phantom-CSI Attacks against Wireless Liveness DetectionProceedings of the 26th International Symposium on Research in Attacks, Intrusions and Defenses10.1145/3607199.3607245(440-454)Online publication date: 16-Oct-2023
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