A secure transmission method against intelligent attacks based on reinforcement learning
A technology of reinforcement learning and secure transmission, applied in the field of network communication security, to suppress attack intent, reduce attack probability, and improve security
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[0030] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.
[0031] In this invention, we consider an adversarial wireless communication system with an intelligent attacker, who can flexibly switch between eavesdropping, jamming, spoofing and keeping silent, aiming at reducing the safe transmission rate of the system. And the attacker can freely increase the number of antennas to enhance the attack capability. In order to deal with intelligent attacks, we first set that the sender and legitimate receiver can adaptively keep ...
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