Machine Learning

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We are heavily using modern machine learning (ML) methods in the areas of network traffic analysis and security. We have successfully applied ML for classification of encrypted traffic, detection of different types of attacks, prediction of future attacks, or detection of coordinated behavior of malicious IP addresses. We are continuously exploring the potential of ML techniques in other use cases.