Mic-E-Mouse: your computer mouse has big ears

image courtesy of GPT4/Dall-E-3, generated using the keywords "computer mouse with big ears and a microphone as a scroll whell"

Description

Side-Channel Audio Attack through computer mice.

Requirements

• Conda or Mamba
• A computer mouse with a high polling rate (4kHz < ), and a high DPI count (16,000 <).

Installation

The conda/mamba environment can be installed with the following command: conda env create -f environment.yml

Repository Structure

• waveformReconstruction_AUDIOMNIST.ipynb: Waveform Reconstruction Experiments for AudioMNIST, including collecting the samples used in the user study
• waveformReconstruction.ipynb: Waveform Reconstruction Experiments for VCTK
• models/: Directory containing all models trained and made public
• fig/: Directory containing all figures and visuals used in the paper and this repo
• core/nn/: Methods used for Neural Networks, dataloaders, network primitives, and utilities
• core/signal/: Methods used for signal processing
• src/: Mouse_Logger and OpenBlok modified sources
• utils/: HTML test to check if browsers can record audio
• vctk/: utils used to automate dataset creation

DATA

Anonymous Data available HERE

https://drive.google.com/drive/folders/1DcTldouupfp7BMteE1Br0lq7RCdQQ0Hc?usp=drive_link

Authors

KEPT ANONYMOUS WHILE UNDER SUBMISSION

Citation

KEPT ANONYMOUS WHILE UNDER SUBMISSION