Feasibility of Inferring Keystrokes on PEDs with Sensors from Mobile Devices
Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
| Original language | English |
|---|---|
| Title of host publication | 2021 IEEE 30th International Symposium on Industrial Electronics (ISIE) |
| Publisher | Institute of Electrical and Electronics Engineers |
| ISBN (electronic) | 978-1-7281-9023-5, 978-1-7281-9022-8 |
| ISBN (print) | 978-1-7281-9024-2 |
| Publication status | Published - 2021 |
Publication series
| Name | IEEE International Symposium on Industrial Electronics |
|---|---|
| ISSN (Print) | 2163-5137 |
| ISSN (electronic) | 2163-5145 |
Conference
| Title | 30th IEEE International Symposium on Industrial Electronics, ISIE 2021 |
|---|---|
| Location | Online |
| Place | Japan |
| City | Kyoto |
| Period | 20 - 23 June 2021 |
Link(s)
Abstract
Sensors in smart devices can help people in their lives. But data collected by these sensors can be sensitive and cause information leakage. In this paper, when inputting keystrokes on an ATM keyboard, we consider data from the accelerometer and microphone in mobile phone and smart watch concurrently. We extract features from this sensor data, show the nature of this data and analyzed the possibility of using this data to distinguish keystrokes. Furthermore, we launched a simple experiment, trained a set of classifiers to infer keystrokes using the time difference of arrival features. The result shows the potential and feasibility of using this data to perform side-channel attack and infer keystrokes on ATM keyboard.
Research Area(s)
- PED, Pin Entry Devices, Sensors, Side-channel attack
Citation Format(s)
Feasibility of Inferring Keystrokes on PEDs with Sensors from Mobile Devices. / Liu, Yuanzhen; Qureshi, Umair Mujtaba; Hancke, Gerhard Petrus.
2021 IEEE 30th International Symposium on Industrial Electronics (ISIE). Institute of Electrical and Electronics Engineers, 2021. (IEEE International Symposium on Industrial Electronics).
2021 IEEE 30th International Symposium on Industrial Electronics (ISIE). Institute of Electrical and Electronics Engineers, 2021. (IEEE International Symposium on Industrial Electronics).
Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
