11BUILDING A NEURAL NETWORK MALWARE DETECTOR WITH KERAS
A decade ago, building a functioning, scalable, and fast neural network was time consuming and required quite a lot of code. In the past few years, however, this process has become far less painful, as more and more high-level interfaces to neural network design have been developed. The Python package Keras is one of these interfaces.
In this chapter, I walk you through how to build a sample neural network using the Keras package. First, I explain how to define a model’s architecture in Keras. Second, we train this model to differentiate between benign and malicious HTML files, and you learn ...
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