Non Intrusive Wi-Pi CSI Obfuscation Against Active Localization Attacks

Marco Cominelli, F. Gringoli, R. Cigno
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引用次数: 5

Abstract

Channel State Information (CSI) based localization with 802.11 has been proven feasible in multiple scenarios and is becoming a serious threat to people privacy in work spaces, at home, and maybe even outdoors, even if outdoors experiments proving the feasibility are still not available. Countering unauthorized localization without hampering communications is a nontrivial task, although some very recent works suggest that it is feasible with marginal modification of the 802.11 transmission chain, but this requires modifying 802.11 devices. Furthermore, if the attacker controls two devices and not only a receiver, transmission side signal manipulation cannot help. This work explores the possibility of countering CSI based localization with an active device that, instead of jamming signals to avoid that a malicious receiver exploits CSI information to locate a person, superimpose on frames a copy of the same frame signal whose goal is not destroying reception as in jamming, but only obfuscate the location relevant information carried by the CSI. A prototype implementation and early results looks promising; they show feasibility of location obfuscation with high efficiency and excellent preservation of communication performance, paving the road for further research and improved users privacy.
针对主动定位攻击的非侵入性Wi-Pi CSI混淆
基于信道状态信息(CSI)的基于802.11的本地化已被证明在多种场景中是可行的,并且正在成为人们在工作空间、家庭甚至户外的隐私的严重威胁,即使室外实验仍然无法证明其可行性。在不妨碍通信的情况下对抗未经授权的本地化是一项艰巨的任务,尽管最近的一些工作表明,对802.11传输链进行少量修改是可行的,但这需要修改802.11设备。此外,如果攻击者控制两个设备,而不仅仅是一个接收器,传输侧的信号操作将无法帮助。这项工作探索了用有源设备对抗基于CSI的定位的可能性,该有源设备不是干扰信号以避免恶意接收器利用CSI信息来定位人,而是在帧上叠加同一帧信号的副本,其目标不像干扰那样破坏接收,而只是混淆CSI携带的位置相关信息。原型实现和早期结果看起来很有希望;证明了位置混淆的可行性,并具有高效率和良好的通信性能保存,为进一步研究和提高用户隐私铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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