ETTA bypasses LLM safety refusals by learning a linear toxicity direction in the embedding space and attenuating it in word embeddings at inference time.
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Circumventing Safety Alignment in Large Language Models Through Embedding Space Toxicity Attenuation
ETTA bypasses LLM safety refusals by learning a linear toxicity direction in the embedding space and attenuating it in word embeddings at inference time.