Yet, even with the current models, with no special tokens, it is relatively straightforward to construct relatively stable defense. Given that the ongoing attack can be detected, tagged and added to a learned filter, this gets a lot less problematic, in practice. Even a simple limit of interactions is effective enough.
Here's a practical prompt defense / CTTF that I've made. With five steps of a dialogue limit (per day), I haven't seen a breech yet. Vanilla GPT-4 and a WordPress plugin. Defense prompt is known to the attacker.
Here's a practical prompt defense / CTTF that I've made. With five steps of a dialogue limit (per day), I haven't seen a breech yet. Vanilla GPT-4 and a WordPress plugin. Defense prompt is known to the attacker.
http://mcaledonensis.blog/merlins-defense/