Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/113704
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dc.contributorDepartment of Computing-
dc.creatorMei, Zhimin-
dc.identifier.urihttps://theses.lib.polyu.edu.hk/handle/200/13625-
dc.language.isoEnglish-
dc.titleRepurposing optical mice for acoustic eavesdropping-
dc.typeThesis-
dcterms.abstractAcoustic eavesdropping presents a longstanding challenge in the realm of personal information security and privacy preservation. In this work, we introduce a novel eavesdropping method called JerryAttack, which repurposes an optical mouse as a covert eavesdropping device. Specifically, we transform the mouse's integrated low-resolution but high-frame-rate image sensor into a high-speed camera for visual vibrometry, capable of capturing acoustic vibrations from nearby loudspeakers. Our contributions are threefold: First, we utilize the 'pixel grabber' register as a backdoor to extract the pixel stream from the image sensor. Second, we establish an acoustic-optical side channel that enables effective acoustic eavesdropping. Third, we thoroughly explore two attack scenarios: voice profiling and speech reconstruction. Our findings reveal that the sound recovered through our side channel achieves a mean SNR of 7.3 dB, comparable to standard microphone recordings in noisy environments like cafes. Additionally, when combined with a classification neural network, JerryAttack identifies individuals with an overall accuracy of 83.27% across six languages. Moreover, when cooperated with joint channel information, JerryAttack consistently achieves good intelligibility, with a median STOI score exceeding 0.7 in reconstructed results.-
dcterms.accessRightsopen access-
dcterms.educationLevelM.Phil.-
dcterms.extentxi, 61 pages : color illustrations-
dcterms.issued2025-
dcterms.LCSHEavesdropping-
dcterms.LCSHSignal processing-
dcterms.LCSHVibration-
dcterms.LCSHImage converters-
dcterms.LCSHHong Kong Polytechnic University -- Dissertations-
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