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by Artificial Intelligence is a growing industry powered by advancements from large tech companies, new startups, and university research teams alike. While AI technology is advancing at a good pace, the regulations and failsafes around machine learning security are an entirely different story. Failure to protect your ML models from cyber attacks such as data poisoning can be extremely costly.
Data poisoning is a machine learning attack in which hackers contaminate the training data of a machine learning model.
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