Stealthy Backdoor Attack on RF Signal Classification

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

doi:10.1109/ICCCN58024.2023.10230152

Stealthy Backdoor Attack on RF Signal Classification

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

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

Original language	English
Title of host publication	ICCCN 2023 - 2023 32nd International Conference on Computer Communications and Networks
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798350336184
DOIs	https://doi.org/10.1109/ICCCN58024.2023.10230152
State	Published - 2023
Externally published	Yes
Event	32nd International Conference on Computer Communications and Networks, ICCCN 2023 - Honolulu, United States Duration: Jul 24 2023 → Jul 27 2023

Publication series

Name	Proceedings - International Conference on Computer Communications and Networks, ICCCN
Volume	2023-July
ISSN (Print)	1095-2055

Conference

Conference	32nd International Conference on Computer Communications and Networks, ICCCN 2023
Country/Territory	United States
City	Honolulu
Period	7/24/23 → 7/27/23

ASJC Scopus Subject Areas

Software
Hardware and Architecture
Computer Networks and Communications

Keywords

Deep Learning Security
Mobile Security
Radio-Frequency Backdoor Attack
Wireless Communication Security

Access to Document

10.1109/ICCCN58024.2023.10230152

Cite this

Zhao, T., Tang, Z., Zhang, T., Phan, H., Wang, Y., Shi, C., Yuan, B., & Chen, Y. (2023). Stealthy Backdoor Attack on RF Signal Classification. In ICCCN 2023 - 2023 32nd International Conference on Computer Communications and Networks (Proceedings - International Conference on Computer Communications and Networks, ICCCN; Vol. 2023-July). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCCN58024.2023.10230152

Stealthy Backdoor Attack on RF Signal Classification. / Zhao, Tianming; Tang, Zijie; Zhang, Tianfang et al.
ICCCN 2023 - 2023 32nd International Conference on Computer Communications and Networks. Institute of Electrical and Electronics Engineers Inc., 2023. (Proceedings - International Conference on Computer Communications and Networks, ICCCN; Vol. 2023-July).

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

Zhao, T, Tang, Z, Zhang, T, Phan, H, Wang, Y, Shi, C, Yuan, B & Chen, Y 2023, Stealthy Backdoor Attack on RF Signal Classification. in ICCCN 2023 - 2023 32nd International Conference on Computer Communications and Networks. Proceedings - International Conference on Computer Communications and Networks, ICCCN, vol. 2023-July, Institute of Electrical and Electronics Engineers Inc., 32nd International Conference on Computer Communications and Networks, ICCCN 2023, Honolulu, United States, 7/24/23. https://doi.org/10.1109/ICCCN58024.2023.10230152

Zhao T, Tang Z, Zhang T, Phan H, Wang Y, Shi C et al. Stealthy Backdoor Attack on RF Signal Classification. In ICCCN 2023 - 2023 32nd International Conference on Computer Communications and Networks. Institute of Electrical and Electronics Engineers Inc. 2023. (Proceedings - International Conference on Computer Communications and Networks, ICCCN). doi: 10.1109/ICCCN58024.2023.10230152

@inproceedings{a29a7231283f4f7f84e5e3db6eeade96,

title = "Stealthy Backdoor Attack on RF Signal Classification",

keywords = "Deep Learning Security, Mobile Security, Radio-Frequency Backdoor Attack, Wireless Communication Security",

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

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 32nd International Conference on Computer Communications and Networks, ICCCN 2023 ; Conference date: 24-07-2023 Through 27-07-2023",

year = "2023",

doi = "10.1109/ICCCN58024.2023.10230152",

language = "English",

series = "Proceedings - International Conference on Computer Communications and Networks, ICCCN",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "ICCCN 2023 - 2023 32nd International Conference on Computer Communications and Networks",

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TY - GEN

T1 - Stealthy Backdoor Attack on RF Signal Classification

AU - Zhao, Tianming

AU - Tang, Zijie

AU - Zhang, Tianfang

AU - Phan, Huy

AU - Wang, Yan

AU - Shi, Cong

AU - Yuan, Bo

AU - Chen, Yingying

PY - 2023

Y1 - 2023

KW - Deep Learning Security

KW - Mobile Security

KW - Radio-Frequency Backdoor Attack

KW - Wireless Communication Security

UR - https://www.scopus.com/pages/publications/85173584606

UR - https://www.scopus.com/pages/publications/85173584606#tab=citedBy

U2 - 10.1109/ICCCN58024.2023.10230152

DO - 10.1109/ICCCN58024.2023.10230152

M3 - Conference contribution

AN - SCOPUS:85173584606

T3 - Proceedings - International Conference on Computer Communications and Networks, ICCCN

BT - ICCCN 2023 - 2023 32nd International Conference on Computer Communications and Networks

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 32nd International Conference on Computer Communications and Networks, ICCCN 2023

Y2 - 24 July 2023 through 27 July 2023

ER -

Stealthy Backdoor Attack on RF Signal Classification

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this