WiPass: 1D-CNN-based smartphone keystroke recognition using WiFi signals

X Shen, Z Ni, L Liu, J Yang, K Ahmed - Pervasive and Mobile Computing, 2021 - Elsevier
… In this paper, we present WiPass, a 1D-CNN-based keystroke recognition system for … user’s
keystrokes via WiFi signals. Different from the previous keystroke recognition methods based …

Recognizing keystrokes using WiFi devices

K Ali, AX Liu, W Wang… - IEEE Journal on Selected …, 2017 - ieeexplore.ieee.org
… each keystroke. In this paper, we propose a WiFi signal based keystroke recognition system
… WiKey consists of two Commercial Off-The-Shelf (COTS) WiFi devices, a sender (such as a …

Enhanced keystroke recognition based on moving distance of keystrokes through wifi

C Yunfang, Z Yihong, Z Hao, C Wei, Z Wei - Network and System Security …, 2018 - Springer
… We propose a novel keystroke recognition system called WiKey. When the user enters the …
of different keystrokes will introduce a unique interference to the multi-path signals, which can …

Gait recognition using wifi signals

W Wang, AX Liu, M Shahzad - … of the 2016 ACM international joint …, 2016 - dl.acm.org
… First, we demonstrate the feasibility of using WiFi signals from COTS devices for gait
recognition. Second, we propose signal processing techniques to convert raw noisy WiFi signals to …

Secure user authentication leveraging keystroke dynamics via wi-fi sensing

Y Gu, Y Wang, M Wang, Z Pan, Z Hu… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… human subtle motions, such as keystrokes. Therefore, we build a signal enhancement model
using Ricean distribution to amplify user keystroke dynamics and a hybrid learning model …

Wi-Crack: a smartphone keystroke recognition system based on multi-dimensional information

M Peng, X Fu, B Ge, L Wang - The Computer Journal, 2024 - academic.oup.com
… for keystroke inference. In this paper, we propose Wi-Crack, a keystroke recognition system
… Two computers equipped with commercial off-the-shelf WiFi NIC comprise the system, with …

ClickLeak: Keystroke leaks through multimodal sensors in cyber-physical social networks

F Li, X Wang, H Chen, K Sharif, Y Wang - IEEE Access, 2017 - ieeexplore.ieee.org
keystrokes using WiFi CSI time series. Compared with other WiFi signal based keystroke
recognition methods, we select the sub-carriers which are strongly correlated with keystroke

WiPass: CSI-based Keystroke Recognition for Numerical Keypad of Smartphones

X Shen, G Yan, J Yang, S Xu - 2020 35th Youth Academic …, 2020 - ieeexplore.ieee.org
… shows that using the CSI of WiFi signal can attack the computer keyboard and then decipher
the user’s keyboard input [3]. Thereby, we consider the possibility of using WiFi signal to …

Keystroke Recognition using WiFi Sensing: An Empirical Study on Robustness

H Wang, A Sharma, D Mishra… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
… the use of commercial off-the-shelf devices for small-scale gesture recognition via detailed
… testing the robustness of WiFi sensing technology for keystroke detection utilises commodity …

Revealing your mobile password via WiFi signals: Attacks and countermeasures

Y Meng, J Li, H Zhu, X Liang, Y Liu… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
keystroke inference framework that can be used to infer sensitive keystrokes on a mobile
device through WiFi signals… multi-path WiFi signals from the target device to the WiFi router that …