Planting Undetectable Backdoors in Machine Learning Models

Given the computational cost and technical expertise required to train
machine learning models, users may delegate the task of learning to a service
provider. We show how a malicious learner can plant an undetectable backdoor
into a classifier. On the sur… Read more

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Robust Algorithms for Machine Learning

Machine Learning is often held out as magical solution to hard problems that will absolve us mere humans from ever having to actually learn anything. But in reality, for data scientists and machine learning engineers, there are a lot of problems that are ... (more…)

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