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Researchers poison stolen data to make AI systems return wrong results
Wanted: Chief Disinformation Officer to pollute company knowledge graphs Researchers affiliated with universities in China ...
RAG, on the other hand, exists because many real questions depend on current, specific, or proprietary data (such as company ...
Chinese and Singaporean researchers have developed a defense mechanism that poisons proprietary knowledge graph data, making ...
For hackers, the stolen data would be useless, but authorized users would have a secret key that filters out the fake ...
While retrieval-augmented generation is effective for simpler queries, advanced reasoning questions require deeper connections between information that exist across documents. They require a knowledge ...
Daniel D. Gutierrez, Editor-in-Chief & Resident Data Scientist, insideAI News, is a practicing data scientist who’s been working with data long before the field came in vogue. He is especially excited ...
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