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by M.Salnikov, Wallarm Research Wallarm AI engine is the heart of our security solution. Two key parameters of our AI engine efficiency are how fast neural networks can be train to reflect the updated training sets and how much compute power need to be dedicated to the training on the on-going basis. Many of our machine learning algorithms are written on top of TensorFlow, an open-source dataflow software library originally release by Google. Our average CPU…

Our team is no stranger to various flavors of AI including deep learning (DL). That’s why we’ve immediately noticed when Google came out with AutoML project, designed to make AI build other AIs. Neural networks have recently gained popularity and wide practical applications. However, to get good results with neural networks, it is critical to pick the right network topology, which has always been a difficult manual task. Google’s recent project promises to help solve…