data poisoning
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English
[edit]Noun
[edit]data poisoning (countable and uncountable, plural data poisonings)
- (machine learning, computer security) The deliberate use of a training dataset with data designed to increase errors in the output of a machine learning model.
- Synonym: poisoning attack
- 2022, Alfred Z. Spector, Peter Norvig, Chris Wiggins, Jeannette M. Wing, Data Science in Context: Foundations, Challenges, Opportunities, Cambridge University Press, →ISBN, page 148:
- Similarly, the Tay chatbot suffered from data poisoning. To mitigate data poisoning, it is important not to let any one group contribute too much data to a model.