active defense and adversarial agents: GCG attacks

in previous posts we have looked at guardrail triggers , token burn , hostname beacons , malicious skills , context bombs , exploding search space , and service sandbagging . this time I want to ideate on a potential application of GCG. active defense is the practice of planting traps that force an agent to reveal itself or change the economics of its run. GCG ( Greedy Coordinate Gradient ) is an…