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News/Hidden State Poisoning Attacks against Mamba-based Language Models
arxiv
PublishedSeptember 2, 2026 at 4:00 AM
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Hidden State Poisoning Attacks against Mamba-based Language Models

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arXiv:2601.01972v5 Announce Type: replace-cross Abstract: State space models (SSMs) like Mamba offer efficient alternatives to Transformer-based language models, with linear time complexity. Yet, their adversarial robustness remains critically unexplored. This paper studies the phenomenon whereby sp

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