6G Sensing Security: Distributed Game-Theoretic RL for Urban Beamforming and Attacker Detection
In next-generation networks, communication systems will no longer be limited to data transmission and will be expected to acquire awareness of the surrounding environment. This leads to the concept of integrated sensing and communication (ISAC), where the same wireless infrastructure is used for both communication and environmental sensing. Thus, ISAC enables the system to transmit information efficiently and observe and interpret channel variations and user behavior. Motivated by this capability, this work focuses on detecting an active attacker in an urban environment scenario, where the attacker intentionally manipulates beamforming directions to increase interference and mislead the t...
| Authors | Parmida Geranmayeh, Onur Günlü |
|---|---|
| Primary category | cs.IT |
| Published | 7 July 2026 |
| Last updated at source | 7 July 2026 |
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