Effect of Wi-Fi Access Points Spoofing on Fingerprinting Localization

被引：0
|
作者：
Machaj, Juraj [1 ]
Brida, Peter [1 ]
Adamec, Bohumil [1 ]
机构：
[1] Univ Zilina, Fac Elect Engn & Informat Technol, Zilina, Slovakia
来源：
2024 34TH INTERNATIONAL CONFERENCE RADIOELEKTRONIKA, RADIOELEKTRONIKA 2024 | 2024年
关键词：
localization; positioning; Wi-Fi fingerprinting; spoofing; security;
D O I：
10.1109/RADIOELEKTRONIKA61599.2024.10524072
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
The paper deals with spoofing signals from Wi-Fi access points and evaluates its impact on fingerprinting localization systems. In the localization system implementation of the KNN (K-Nearest Neighbours) localization algorithm is assumed. The experiments were performed using the UJIIndoorLoc dataset, which covers a relatively large area with multiple buildings. Two different scenarios of AP spoofing were assumed, and the testing dataset was affected accordingly. Based on the achieved results it can be concluded that spoofing of APs has an impact on localization performance.
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收藏
页数：5
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