6G Sensing Security: Distributed Game-Theoretic RL for Urban Beamforming and Attacker Detection
arXiv:2607.06115v1 Announce Type: cross Abstract: 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 attack
The proliferation of advanced wireless networks (6G) necessitates robust security measures as communication and sensing capabilities converge, making sensing security a critical and timely challenge.
This work is important for strategic readers as it addresses the foundational security of next-generation infrastructure, which will underpin everything from smart cities to autonomous systems.
The focus shifts from purely data transmission security to integrated sensing and communication (ISAC) security, where environmental awareness and attack detection are intrinsic to network design.
- · Telecommunications infrastructure providers
- · Cybersecurity firms
- · AI/ML research institutions
- · Defense contractors
- · Attackers/adversaries
- · Organizations relying on legacy security models
- · Countries with weak cyber defense capabilities
Enhanced security and reliability of 6G networks and ISAC systems.
Increased trust and adoption of integrated sensing and communication capabilities across various critical infrastructure sectors.
The development of a new 'cyber-physical security' domain, blurring lines between digital and physical threats.
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