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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 ...
Chinese and Singaporean researchers have developed a defense mechanism that poisons proprietary knowledge graph data, making ...
RAG, on the other hand, exists because many real questions depend on current, specific, or proprietary data (such as company ...
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 ...
Generative language models such as ChatGPT can answer almost any question immediately and are easy to use. However, a closer look reveals a few problems. ist Data Scientist und Machine Learning ...
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