Security in Brain-Computer Interfaces: State-of-the-Art, Opportunities, and Future Challenges

被引:38
|
作者
Lopez Bernal, Sergio [1 ]
Celdran, Alberto Huertas [2 ,3 ]
Martinez Perez, Gregorio [1 ]
Barros, Michael Taynnan [4 ,5 ]
Balasubramaniam, Sasitharan [2 ,6 ]
机构
[1] Univ Murcia, Dept Ingn Informac & Comunicac, Murcia, Spain
[2] Waterford Inst Technol, Telecommun Software & Syst Grp, Waterford, Ireland
[3] Univ Zurich UZH, Commun Syst Grp CSG, Dept Informat IfI, CH-8050 Zurich, Switzerland
[4] Univ Essex, Sch Comp Sci & Elect Engn, Colchester, Essex, England
[5] Tampere Univ, CBIG BioMediTech, Fac Med & Hlth Technol, Tampere, Finland
[6] RCSI Univ Med & Hlth Sci, SFI Res Ctr Chron & Rare Neurol Dis, FutureNeuro, Dublin, Ireland
基金
欧盟地平线“2020”; 爱尔兰科学基金会;
关键词
Brain-computer interfaces; BCI; cybersecurity; privacy; safety; WIRELESS NETWORKS; MEDICAL DEVICES; INTERNET; ATTACKS; ISSUES; THINGS; BCI; COUNTERMEASURES; CYBERATTACKS; SYSTEMS;
D O I
10.1145/3427376
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Brain-Computer Interfaces (BCIs) have significantly improved the patients' quality of life by restoring damaged hearing, sight, and movement capabilities. After evolving their application scenarios, the current trend of BCI is to enable new innovative brain-to-brain and brain-to-the-Internet communication paradigms. This technological advancement generates opportunities for attackers, since users' personal information and physical integrity could be under tremendous risk. This work presents the existing versions of the BCI life-cycle and homogenizes them in a new approach that overcomes current limitations. After that, we offer a qualitative characterization of the security attacks affecting each phase of the BCI cycle to analyze their impacts and countermeasures documented in the literature. Finally, we reflect on lessons learned, highlighting research trends and future challenges concerning security on BCIs.
引用
收藏
页数:35
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