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News/Widening the Gap: Exploiting LLM Quantization via Outlier Injection
arxiv
PublishedJune 5, 2026 at 4:00 AM
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Widening the Gap: Exploiting LLM Quantization via Outlier Injection

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arXiv:2605.15152v2 Announce Type: replace-cross Abstract: LLM quantization has become essential for memory-efficient deployment. Recent work has shown that quantization schemes can pose critical security risks: an adversary may release a model that appears benign in full precision but exhibits malic

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