In one embodiment, an apparatus includes: a processing circuit to execute instructions; and a host controller coupled to the processing circuit to perform a key exchange with a second device to couple to the apparatus via a bus to which a plurality of devices may be coupled, and in response to a successful completion of the key exchange, enable secure communication with the second device. Other embodiments are described and claimed.