Securing GAI-Driven Semantic Communications: A Novel Defense Against Backdoor Attacks

Semantic communication systems, powered by Generative AI (GAI), are transforming the way information is transmitted by focusing on the meaning of data rather than raw content. Unlike traditional communication methods, these systems encode semantic features such as text, images, or speech into low-dimensional vectors, significantly reducing bandwidth usage while maintaining the integrity of transmitted information. […]

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