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.
Hidden in plain text: Emergence and mitigation of steganographic collusion in LLMs,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CR 1years
2026 1verdicts
REJECT 1roles
background 1polarities
support 1representative citing papers
citing papers explorer
-
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.