# BPE
標記為「BPE」的 8 篇文章
Tokenizer Security
How tokenization creates attack surfaces in LLM systems: BPE exploitation, token boundary attacks, encoding edge cases, and tokenizer-aware adversarial techniques.
Tokenizer Attack Surface Analysis
Deep analysis of tokenizer vulnerabilities including token boundary exploitation, special token manipulation, and cross-tokenizer attacks.
Tokenizer Manipulation & Custom Vocabularies
Attacking BPE training data to influence vocabulary construction, inserting special tokens, manipulating merge rules, and creating custom tokenizer backdoors.
Token Smuggling
Exploiting LLM tokenization quirks to smuggle harmful content past safety filters by manipulating how text is split into tokens at the subword level.
Tokenizer 安全
How tokenization creates attack surfaces in LLM systems: BPE exploitation, token boundary attacks, encoding edge cases, and tokenizer-aware adversarial techniques.
Tokenizer 攻擊 Surface Analysis
Deep analysis of tokenizer vulnerabilities including token boundary exploitation, special token manipulation, and cross-tokenizer attacks.
Tokenizer 操弄與客製詞彙
攻擊 BPE 訓練資料以影響詞彙建構、插入特殊 token、操弄合併規則，並建立客製 tokenizer 後門。
Token Smuggling
利用ing LLM tokenization quirks to smuggle harmful content past safety filters by manipulating how text is split into tokens at the subword level.