A learned stochastic embedding obfuscator, the Stained Glass Transform, is claimed to reduce mutual information between prompts and their server-side representations while preserving LLM utility.
Privacy protection of textual attributes through a semantic-based masking method,
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Learning Obfuscations Of LLM Embedding Sequences: Stained Glass Transform
A learned stochastic embedding obfuscator, the Stained Glass Transform, is claimed to reduce mutual information between prompts and their server-side representations while preserving LLM utility.