AI RESEARCH
Stochastic Modeling of Human-Machine Authentication Channels under Partial Information Leakage
arXiv CS.LG
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ArXi:2605.02102v1 Announce Type: cross Reliable and secure human-machine communication is fundamental to IoT and cyber-physical ecosystems, where smartphones and wearables commonly serve as authentication controllers. PIN-based authentication can be viewed as a low-bandwidth communication channel through which users transmit numeric credentials under practical constraints.