Nameless Tokenization: A Lossless Tokenizer-Level Defense Against Control-Token Forgery in Open-Weight LLMs
Nameless tokenization is proposed, which leaves the control entries with a reserved identifier and no surface string, so the content encoder cannot emit one and message content reaches the model unaltered.
Kisu Yang, Yoonna Jang, Heuiseok Lim
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