Browsing by Author "Fan, L."

Now showing items 1-2 of 2

    • Exploiting mouse sensors for eavesdropping and machine learning-based sound processing 

      Fan, L.; Xia, E. (БНТУ, 2025)
      This paper introduces a novel side-channel attack named the M-Listening Mouse, which exploits the high precision and sensitivity of modern optical mouse sensors to secretly eavesdrop on user speech by detecting minute vibrations on the desktop surface. Audio signals can cause subtle vibrations on the desktop, which can be sensed by the optical sensors of the mouse. Attackers can ...
      2026-01-23

    • Network traffic analysis based on deep learning algorithms 

      Xia, E.; Fan, L. (БНТУ, 2025)
      This paper introduces a novel hierarchical model integrating 2D-CNN and Bi-LSTM-Attention for improved network traffic analysis. We standardized the USTC-TFC-2016 and CICDDoS 2019 datasets into 40 × 40 grayscale images, extracting spatial features with 2D-CNN and temporal dependencies with Bi-LSTMAttention. Our model demonstrated superior accuracy and robustness over conventional ...
      2026-01-23