Enhancing the Security & Privacy of Wearable Brain-Computer Interfaces. (arXiv:2201.07711v1 [cs.CR])

Brain computing interfaces (BCI) are used in a plethora of
safety/privacy-critical applications, ranging from healthcare to smart
communication and control. Wearable BCI setups typically involve a head-mounted
sensor connected to a mobile device, combined with ML-based data processing.
Consequently, they are susceptible to a multiplicity of attacks across the
hardware, software, and networking stacks used that can leak users' brainwave
data or at worst relinquish control of BCI-assisted devices to remote
attackers. In this paper, we: (i) analyse the whole-system …

arxiv brain interfaces privacy security wearable