Inaudible Backdoor Attack via Stealthy Frequency Trigger Injection in Audio Spectrogram

Tianfang Zhang; Huy Phan; Zijie Tang; Cong Shi; Yan Wang; Bo Yuan; Yingying Chen

doi:10.1145/3636534.3649345

Inaudible Backdoor Attack via Stealthy Frequency Trigger Injection in Audio Spectrogram

Tianfang Zhang
, Huy Phan
, Zijie Tang
, Cong Shi
, Yan Wang
, Bo Yuan
, Yingying Chen

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	ACM MobiCom 2024 - Proceedings of the 30th International Conference on Mobile Computing and Networking
Publisher	Association for Computing Machinery, Inc
Pages	31-45
Number of pages	15
ISBN (Electronic)	9798400704895
DOIs	https://doi.org/10.1145/3636534.3649345
State	Published - Dec 4 2024
Externally published	Yes
Event	30th International Conference on Mobile Computing and Networking, ACM MobiCom 2024 - Washington, United States Duration: Nov 18 2024 → Nov 22 2024

Publication series

Name	ACM MobiCom 2024 - Proceedings of the 30th International Conference on Mobile Computing and Networking

Conference

Conference	30th International Conference on Mobile Computing and Networking, ACM MobiCom 2024
Country/Territory	United States
City	Washington
Period	11/18/24 → 11/22/24

ASJC Scopus Subject Areas

Computer Networks and Communications
Hardware and Architecture
Software

Keywords

Audio Backdoor Attack
Audio Spectrogram
Frequency Injection
Inaudible Attack

Access to Document

10.1145/3636534.3649345

Cite this

Zhang, T., Phan, H., Tang, Z., Shi, C., Wang, Y., Yuan, B., & Chen, Y. (2024). Inaudible Backdoor Attack via Stealthy Frequency Trigger Injection in Audio Spectrogram. In ACM MobiCom 2024 - Proceedings of the 30th International Conference on Mobile Computing and Networking (pp. 31-45). (ACM MobiCom 2024 - Proceedings of the 30th International Conference on Mobile Computing and Networking). Association for Computing Machinery, Inc. https://doi.org/10.1145/3636534.3649345

Inaudible Backdoor Attack via Stealthy Frequency Trigger Injection in Audio Spectrogram. / Zhang, Tianfang; Phan, Huy; Tang, Zijie et al.
ACM MobiCom 2024 - Proceedings of the 30th International Conference on Mobile Computing and Networking. Association for Computing Machinery, Inc, 2024. p. 31-45 (ACM MobiCom 2024 - Proceedings of the 30th International Conference on Mobile Computing and Networking).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Zhang, T, Phan, H, Tang, Z, Shi, C, Wang, Y, Yuan, B & Chen, Y 2024, Inaudible Backdoor Attack via Stealthy Frequency Trigger Injection in Audio Spectrogram. in ACM MobiCom 2024 - Proceedings of the 30th International Conference on Mobile Computing and Networking. ACM MobiCom 2024 - Proceedings of the 30th International Conference on Mobile Computing and Networking, Association for Computing Machinery, Inc, pp. 31-45, 30th International Conference on Mobile Computing and Networking, ACM MobiCom 2024, Washington, United States, 11/18/24. https://doi.org/10.1145/3636534.3649345

Zhang T, Phan H, Tang Z, Shi C, Wang Y, Yuan B et al. Inaudible Backdoor Attack via Stealthy Frequency Trigger Injection in Audio Spectrogram. In ACM MobiCom 2024 - Proceedings of the 30th International Conference on Mobile Computing and Networking. Association for Computing Machinery, Inc. 2024. p. 31-45. (ACM MobiCom 2024 - Proceedings of the 30th International Conference on Mobile Computing and Networking). doi: 10.1145/3636534.3649345

Zhang, Tianfang ; Phan, Huy ; Tang, Zijie et al. / Inaudible Backdoor Attack via Stealthy Frequency Trigger Injection in Audio Spectrogram. ACM MobiCom 2024 - Proceedings of the 30th International Conference on Mobile Computing and Networking. Association for Computing Machinery, Inc, 2024. pp. 31-45 (ACM MobiCom 2024 - Proceedings of the 30th International Conference on Mobile Computing and Networking).

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title = "Inaudible Backdoor Attack via Stealthy Frequency Trigger Injection in Audio Spectrogram",

keywords = "Audio Backdoor Attack, Audio Spectrogram, Frequency Injection, Inaudible Attack",

author = "Tianfang Zhang and Huy Phan and Zijie Tang and Cong Shi and Yan Wang and Bo Yuan and Yingying Chen",

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AU - Wang, Yan

AU - Yuan, Bo

AU - Chen, Yingying

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M3 - Conference contribution

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Inaudible Backdoor Attack via Stealthy Frequency Trigger Injection in Audio Spectrogram

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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