Certified Randomness Generation against Quantum Adversaries Via Energy Constraints

For quantum random number generators QRNGs, strong security guarantees can be obtained under various assumptions. The most well-known assumptions are the non-signalling assumption needed for device-independent DI QRNG and post-quantum computational assumptions needed for computationally bounded...

LLM Meets the Sky: Heuristic Multi-Agent Reinforcement Learning for Secure Heterogeneous UAV Networks

This work tackles the physical layer security PLS problem of maximizing the secrecy rate in heterogeneous UAV networks HetUAVNs under propulsion energy constraints. Unlike prior studies that assume uniform UAV capabilities or overlook energy-security trade-offs, we consider a realistic scenario...