Meifang Chen
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126
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2026
Understanding Secret Leakage Risks in Code LLMs: A Tokenization Perspective
This paper investigates how Byte-Pair Encoding (BPE) tokenization causes Code LLMs to disproportionately memorize certain types of secrets, a phenomenon termed 'gibberish bias'.
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cs.CRcs.AIRecentApr 20, 2026
Understanding Secret Leakage Risks in Code LLMs: A Tokenization Perspective
Meifang Chen, Zhe Yang, Huang Nianchen, Yizhan Huang +3 more
This paper investigates how Byte-Pair Encoding (BPE) tokenization causes Code LLMs to disproportionately memorize certain types of secrets, a phenomenon termed 'gibberish bias'.
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