#arms-race

The Jailbreak Detection Evasion Arms Race: How Attackers Adapt to Defenses

Safety classifiers get deployed; attackers find variants that evade them. This cycle is predictable. Understanding the mechanics of classifier evasion tells defenders what to invest in.