Toward Stealthy Backdoor Attacks Against Speech Recognition via Elements of Sound-Reference-Cited by-同舟云学术

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Toward Stealthy Backdoor Attacks Against Speech Recognition via Elements of Sound

Published:2024 Issue: Volume:19 Page:5852-5866
ISSN:1556-6013
Container-title:IEEE Transactions on Information Forensics and Security
language:
Short-container-title:IEEE Trans.Inform.Forensic Secur.

Author:

Cai Hanbo¹^ORCID,Zhang Pengcheng¹^ORCID,Dong Hai²^ORCID,Xiao Yan³^ORCID,Koffas Stefanos⁴^ORCID,Li Yiming⁵^ORCID

Affiliation:

1. College of Computer Science and Software Engineering, Hohai University, Nanjing, China

2. School of Computing Technologies, RMIT University, Melbourne, VIC, Australia

3. School of Cyber Science and Technology, Sun Yat-sen University, Shenzhen Campus, Shenzhen, China

4. Cybersecurity Group, Delft University of Technology, Delft, The Netherlands

5. College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore

Funder

National Natural Science Foundation of China

Shenzhen Science and Technology Program

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Link

http://xplorestaging.ieee.org/ielx7/10206/10319981/10538215.pdf?arnumber=10538215

Reference69 articles.

1. Query-Efficient Adversarial Attack With Low Perturbation Against End-to-End Speech Recognition Systems

2. Dictionary Attacks on Speaker Verification

3. Exploring Self-Supervised Pre-Trained ASR Models for Dysarthric and Elderly Speech Recognition

4. In Pursuit of Beauty: Aesthetic-Aware and Context-Adaptive Photo Selection in Crowdsensing

5. Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses

Cited by 1 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Audio Steganography Based Backdoor Attack for Speech Recognition Software;2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC);2024-07-02

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