--- title: How to detect poisoned data in machine learning datasets description: Learn about data poisoning in machine learning datasets and its impact on AI. Discover examples of dataset poisoning and common techniques used. Explore... canonical: https://daily.dev/posts/how-to-detect-poisoned-data-in-machine-learning-datasets-yal7zkzuf twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: How to detect poisoned data in machine learning datasets | daily.dev og:description: Learn about data poisoning in machine learning datasets and its impact on AI. Discover examples of dataset poisoning and common techniques used. Explore... og:url: https://daily.dev/posts/how-to-detect-poisoned-data-in-machine-learning-datasets-yal7zkzuf og:image: https://api.daily.dev/og/posts/Yal7ZKzuF.png og:image:alt: How to detect poisoned data in machine learning datasets og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # How to detect poisoned data in machine learning datasets **[Venture Beat](https://daily.dev/sources/venturebeat)** · 6 min read · 0 upvotes · 0 comments ## Summary Learn about data poisoning in machine learning datasets and its impact on AI. Discover examples of dataset poisoning and common techniques used. Explore proactive detection efforts to secure training data. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#security](https://daily.dev/tags/security), [#ai](https://daily.dev/tags/ai), [#machine-learning](https://daily.dev/tags/machine-learning), [#cyber](https://daily.dev/tags/cyber), [#nlp](https://daily.dev/tags/nlp), [#data-privacy](https://daily.dev/tags/data-privacy), [#conversational-ai](https://daily.dev/tags/conversational-ai), [#data-labelling](https://daily.dev/tags/data-labelling) [View this post on daily.dev](https://daily.dev/posts/how-to-detect-poisoned-data-in-machine-learning-datasets-yal7zkzuf) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"How to detect poisoned data in machine learning datasets","url":"https://daily.dev/posts/how-to-detect-poisoned-data-in-machine-learning-datasets-yal7zkzuf","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/how-to-detect-poisoned-data-in-machine-learning-datasets-yal7zkzuf"},"datePublished":"2024-02-04T20:19:59.692Z","dateModified":"2024-05-09T08:29:02.242Z","description":"Learn about data poisoning in machine learning datasets and its impact on AI. 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