[KongchangAI]
Unverified50% confidenceOpinionExact time

In static, audited datasets, poisoned samples are relatively easy to detect and remove; but in real-time crawled internet data streams, attackers can continuously publish carefully crafted content, and defenders have almost no way to complete traceability and interception at the moment the data enters the model.

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50%
Confidence
Long-term
Relevance
10/23/2026
First Seen

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