Unverified50% confidenceBenchmarkExact time
The scheme achieved 0% of legitimate updates being falsely blocked and approximately 62% of poisoned data being quarantined (approximately 38% slipping through), while the anchor remained below the threshold.
1
Sources
50%
Confidence
Long-term
Relevance
8/17/2026
First Seen
Sources
抗投毒概念锚定：防御AI数据污染的新思路
Related Claims
Unverified底层模型更换后，即便微小的输出分布变化也可能导致此前校准的安全护栏过度拦截或防护失效，需要重新标注和调试66% similarUnverifiedThe current gate makes decisions based solely on distance magnitude without considering direction, and adding a directional check could theoretically block the 38% of poisoned samples that slip through.63% similarUnverified编译自测环节能拦截约60%的低级错误62% similar
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