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Special-Character Adversarial Attacks on Open-Source Language Model (2508.14070v1)
Published 12 Aug 2025 in cs.CR and cs.AI
Abstract: LLMs have achieved remarkable performance across diverse natural language processing tasks, yet their vulnerability to character-level adversarial manipulations presents significant security challenges for real-world deployments.
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