Ren Vidal
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126
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NLP×1AI×1Crypto×1ML×1
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2026
REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations
The paper introduces REALISTA, a novel latent-space adversarial attack framework that generates semantically realistic and coherent prompts to effectively induce hallucinations in large language models (LLMs), outperforming existing methods.
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cs.CLcs.AIcs.CRRecentMay 12, 2026
REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations
Buyun Liang, Jinqi Luo, Liangzu Peng, Kwan Ho Ryan Chan +5 more
The paper introduces REALISTA, a novel latent-space adversarial attack framework that generates semantically realistic and coherent prompts to effectively induce hallucinations in large language model…
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