Spoofing Attack Detection in the Physical Layer with Commutative Neural Networks. (arXiv:2211.04269v1 [cs.LG])

In a spoofing attack, an attacker impersonates a legitimate user to access or
tamper with data intended for or produced by the legitimate user. In wireless
communication systems, these attacks may be detected by relying on features of
the channel and transmitter radios. In this context, a popular approach is to
exploit the dependence of the received signal strength (RSS) at multiple
receivers or access points with respect to the spatial location of the
transmitter. Existing schemes rely on long-term …

attack detection networks neural networks physical spoofing