Proposes an encoding-agnostic, black-box detector for covert agent collusion and a capacity-theoretic frontier showing low-rate channels are undetectable, but all empirical numbers are placeholders pending measurement.
Large language model based multi-agents: A survey of progress and challenges,
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Steganalysis of Adaptive Covert Collusion in Tool-Using Agent Populations: A Black-Box, Cross-Principal Approach
Proposes an encoding-agnostic, black-box detector for covert agent collusion and a capacity-theoretic frontier showing low-rate channels are undetectable, but all empirical numbers are placeholders pending measurement.