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Machine learning is a remarkable technology that promises to disrupt business analytics, customer service, hiring, and more. Data poisoning can happen with any machine learning model, black box or white box, supervised or unsupervised. Cybercriminals would inject or alter data in training data sets to compromise algorithm integrity. As machine learning gains more prominence, these attacks may become more common. Businesses need to understand these risks to use this technology safely and effectively.