Cancelling Speech Signals for Speech Privacy Protection against Microphone Eavesdropping
Ming Gao, Yike Chen, Yajie Liu, Jie Xiong, Jinsong Han, Kui Ren
摘要
Ultrasonic microphone jammers protect speech privacy from being eavesdropped by leveraging microphones' non-linearity. However, existing jammers merely introduce independent noises and are vulnerable to capable adversaries who adopt advanced denoising techniques. We propose a novel jammer, namely MicFrozen. It reduces the signal-to-noise ratio (SNR) at the adversary's microphone from two perspectives, i.e., cancelling speech signals and adding noises that are difficult to be removed. It effectively cancels out the protected speech signals at the adversary without compromising the delivery of the signal to the targeted individual. MicFrozen further adds coherent noises that are coupled with the speech signals to resist removal by the adversary. Extensive evaluations show that MicFrozen can cause a low SNR (-13.6 dB) at the adversary and up to 96.9% of speech signals are unrecognized at the adversary even if state-of-the-art denoising techniques are adopted by the adversary. Comprehensive experiments demonstrate the effectiveness of MicFrozen confronted by capable adversaries.
• Security and privacy → Mobile and wireless security.
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引用它的顶会 Paper4
- SILENCE: Protecting privacy in offloaded speech understanding on resource-constrained devicesDongqi Cai, Shangguang Wang, Zeling Zhang, Felix Xiaozhu Lin 等NeurIPS 2024 · 被引用 2 次
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- A Review of Behavioral Closed-Loop Paradigm from Sensing to Intervention for Ingestion HealthJun Fang, Yanuo Zhou, Ka I Chan, Jiajin Li 等UbiComp 2026
- Turning Everyday Earphones into a Full-Duplex Speech Eavesdropping Platform via Zero-permission IMUMing Gao, Ayijiaken Amantai, Yichen Dai, Jia Lv 等CCS 2026
它引用的顶会 Paper10
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- Hard Drive of Hearing: Disks that Eavesdrop with a Synthesized MicrophoneAndrew Kwong, Wenyuan Xu, Kevin FuS&P 2019 · 被引用 63 次
- Wearable Microphone JammingYuxin Chen, Huiying Li, Shan-Yuan Teng, Steven Nagels 等CHI 2020 · 被引用 62 次
- Deaf-aid: mobile IoT communication exploiting stealthy speaker-to-gyroscope channelMing Gao, Feng Lin, Weiye Xu, Muertikepu Nuermaimaiti 等MobiCom 2020 · 被引用 29 次
- Notification privacy protection via unobtrusive gripping hand verification using media soundsLong Huang, Chen WangMobiCom 2021 · 被引用 17 次
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