Maisha Maliha
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126
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Crypto×1AI×1
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2026
Jailbreaking the Matrix: Nullspace Steering for Controlled Model Subversion
The paper introduces Head-Masked Nullspace Steering (HMNS), a novel geometry-aware attack method that achieves state-of-the-art jailbreak success rates by manipulating the internal attention mechanisms of large language models.
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