Title
WaveSpy: Remote and Through-wall Screen Attack via mmWave Sensing
Abstract
Digital screens, such as liquid crystal displays (LCDs), are vulnerable to attacks (e.g., "shoulder surfing") that can bypass security protection services (e.g., firewall) to steal confidential information from intended victims. The conventional practice to mitigate these threats is isolation. An isolated zone, without accessibility, proximity, and line-of-sight, seems to bring personal devices to a truly secure place.In this paper, we revisit this historical topic and re-examine the security risk of screen attacks in an isolation scenario mentioned above. Specifically, we identify and validate a new and practical side-channel attack for screen content via liquid crystal nematic state estimation using a low-cost radio-frequency sensor. By leveraging the relationship between the screen content and the states of liquid crystal arrays in displays, we develop WaveSpy, an end-to-end portable through-wall screen attack system. WaveSpy comprises a low-cost, energy-efficient and light-weight millimeter-wave (mmWave) probe which can remotely collect the liquid crystal state response to a set of mmWave stimuli and facilitate screen content inference, even when the victim’s screen is placed in an isolated zone. We intensively evaluate the performance and practicality of WaveSpy in screen attacks, including over 100 different types of content on 30 digital screens of modern electronic devices. WaveSpy achieves an accuracy of 99% in screen content type recognition and a success rate of 87.77% in Top-3 sensitive information retrieval under real-world scenarios, respectively. Furthermore, we discuss several potential defense mechanisms to mitigate screen eavesdropping similar to WaveSpy.
Year
DOI
Venue
2020
10.1109/SP40000.2020.00004
2020 IEEE Symposium on Security and Privacy (SP)
Keywords
DocType
ISSN
WaveSpy,liquid crystal displays,security protection services,isolated zone,truly secure place,security risk,screen attacks,isolation scenario,side-channel attack,practical side-channel attack,liquid crystal nematic state estimation,low-cost radio-frequency sensor,liquid crystal arrays,end-to-end portable through-wall screen attack system,light-weight millimeter-wave probe,liquid crystal state response,screen content inference,digital screens,screen content type recognition
Conference
1081-6011
ISBN
Citations 
PageRank 
978-1-7281-3498-7
4
0.40
References 
Authors
35
7
Name
Order
Citations
PageRank
Zhengxiong Li1316.65
Fenglong Ma237433.08
Aditya Singh Rathore3295.19
Zhuolin Yang4103.99
Baicheng Chen572.91
lu su6111866.61
Wenyao Xu761577.06