Unverified50% confidenceFactExact time
Attack rate measures the probability that a model is successfully induced to output harmful content under adversarial prompts (such as jailbreaks and prompt injections); a lower value indicates a more robust security boundary.
1
Sources
50%
Confidence
Long-term
Relevance
9/28/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedJailbreak attacks refer to bypassing a model's safety alignment mechanisms through carefully crafted prompts to make it output harmful content.75% similarUnverifiedThreshold-based defenses face the threat of borderline stealthy poisoning attacks, where an attacker can keep each sample just at the edge of the tolerance threshold and erode concepts through cumulative effect.74% similarUnverifiedIn scenarios where real login credentials are held, the threat level of Prompt Injection attacks rises significantly, and the industry currently lacks a mature defense mechanism.73% similarUnverifiedThe attack margin metric represents the relative reduction in the degree of estimated flow field disruption in the worst case, computed against a white-box adversary.72% similar
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