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Expected Harm: Rethinking Safety Evaluation of (Mis)Aligned LLMs
Expected Harm weights jailbreak severity by execution likelihood to reveal inverse risk calibration, where models over-refuse costly threats yet remain vulnerable to cheap, high-likelihood attacks that double jailbreak success.
Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026 · ▲ 21 on Hugging Face
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14/20 AI panelreviewers recommend it
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AI panel: 14 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 2/5