active defense and adversarial agents: exploding search space (academic)

in previous posts we have been looking at different active defense approaches: guardrail triggers , token burn , hostname beacon , malicious skills , context bombs . I want to explore one I recently read in an academic paper. first, active defense is planting traps that force an agent to reveal itself or change the economics of its run. an enumeration trap does the second by making the agent fan…