Zoom on the Keystrokes: Exploiting Video Calls for Keystroke Inference Attacks
October 22, 2020 ยท Declared Dead ยท ๐ Network and Distributed System Security Symposium
"No code URL or promise found in abstract"
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Authors
Mohd Sabra, Anindya Maiti, Murtuza Jadliwala
arXiv ID
2010.12078
Category
cs.CR: Cryptography & Security
Cross-listed
cs.CV,
cs.HC
Citations
26
Venue
Network and Distributed System Security Symposium
Last Checked
3 months ago
Abstract
Due to recent world events, video calls have become the new norm for both personal and professional remote communication. However, if a participant in a video call is not careful, he/she can reveal his/her private information to others in the call. In this paper, we design and evaluate an attack framework to infer one type of such private information from the video stream of a call -- keystrokes, i.e., text typed during the call. We evaluate our video-based keystroke inference framework using different experimental settings and parameters, including different webcams, video resolutions, keyboards, clothing, and backgrounds. Our relatively high keystroke inference accuracies under commonly occurring and realistic settings highlight the need for awareness and countermeasures against such attacks. Consequently, we also propose and evaluate effective mitigation techniques that can automatically protect users when they type during a video call.
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