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BarrierSteer: LLM Safety via Learning Barrier Steering
BarrierSteer embeds learned nonlinear safety constraints as control barrier functions into LLM latent space to steer unsafe generation trajectories, substantially reducing adversarial success rates without modifying model weights.
Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026 · ▲ 1 on Hugging Face
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12/20 AI panelreviewers recommend it
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AI panel: 12 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 0/5