TY - GEN
T1 - Users are Closer than they Appear
T2 - 24th International Workshop on Mobile Computing Systems and Applications, HotMobile 2023
AU - Ayyalasomayajula, Roshan
AU - Arun, Aditya
AU - Sun, Wei
AU - Bharadia, Dinesh
N1 - Publisher Copyright:
© 2023 Owner/Author.
PY - 2023/2/22
Y1 - 2023/2/22
N2 - WiFi-based indoor localization has now matured for over a decade. Most of the current localization algorithms rely on the WiFi access points (APs) in the enterprise network to localize the WiFi user accurately. Thus, the WiFi user's location information could be easily snooped by an attacker listening through a compromised WiFi AP. With indoor localization and navigation being the next step towards automation, it is important to give users the capability to defend against such attacks. In this paper, we present MIRAGE, a system that can utilize the downlink physical layer information to create a defense against an attacker snooping on a WiFi user's location information. MIRAGE achieves this by utilizing the beam-forming capability of the transmitter that is already part of the WiFi standard protocols. With this initial idea, we have demonstrated that the user can obfuscate his/her location from the WiFi AP always with no compromise to the throughput of the existing WiFi communication system through the real-world prototype, and reduce the user location accuracy of the attacker from 2.3m to more than 10m through simulation.
AB - WiFi-based indoor localization has now matured for over a decade. Most of the current localization algorithms rely on the WiFi access points (APs) in the enterprise network to localize the WiFi user accurately. Thus, the WiFi user's location information could be easily snooped by an attacker listening through a compromised WiFi AP. With indoor localization and navigation being the next step towards automation, it is important to give users the capability to defend against such attacks. In this paper, we present MIRAGE, a system that can utilize the downlink physical layer information to create a defense against an attacker snooping on a WiFi user's location information. MIRAGE achieves this by utilizing the beam-forming capability of the transmitter that is already part of the WiFi standard protocols. With this initial idea, we have demonstrated that the user can obfuscate his/her location from the WiFi AP always with no compromise to the throughput of the existing WiFi communication system through the real-world prototype, and reduce the user location accuracy of the attacker from 2.3m to more than 10m through simulation.
KW - localization
KW - obfuscation
KW - privacy
KW - RF sensing
KW - wireless channel
UR - https://www.scopus.com/pages/publications/85149279897
U2 - 10.1145/3572864.3580345
DO - 10.1145/3572864.3580345
M3 - Conference contribution
AN - SCOPUS:85149279897
T3 - HotMobile 2023 - Proceedings of the 24th International Workshop on Mobile Computing Systems and Applications
SP - 124
EP - 130
BT - HotMobile 2023 - Proceedings of the 24th International Workshop on Mobile Computing Systems and Applications
PB - Association for Computing Machinery, Inc
Y2 - 22 February 2023 through 23 February 2023
ER -