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Churning Out Machine Learning Models: Handling Changes in Model Predictions

发布于 2019/04/10 FireEye Blog
Introduction Machine learning (ML) is playing an increasingly important role in cyber security. Here at FireEye, we employ ML for a variety of tasks such as: antivirus, malicious PowerShell detection, and correlating threat actor behavior. While many people think that a data scientist’s job is finished when a model is built, the truth is that cyber threats constantly change and so must our models. The initial training is only the start of the process and ML model maintenance creates a large amount of technical debt. Google provides a helpful introduction to this top... 登录后阅读全文