In this video, we talk about some of the applications of machine learning or deep learning in the cybersecurity area.
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Deep learning is a branch of machine learning based on a set of algorithms that attempt to model high-level abstractions in data by using a deep graph with multiple processing layers or neural networks.
Deep learning has been shown to be effective in a variety of cybersecurity applications, such as anomaly detection, intrusion detection, and malware classification. In addition, deep learning models can be used to generate realistic synthetic data for training and testing other machine learning models.
