One of the mature technology architecture, Intrusion Detection system (IDS) primarily designed to protect the network from external cyber threats. The neural network concepts are adapted to identify and classify network activity based on limited, incomplete and nonlinear data sources related to the network security.
Which one of the following is an application of neural network?
Medicine, Electronic Nose, Security, and Loan Applications - These are some applications that are in their proof-of-concept stage, with the acception of a neural network that will decide whether or not to grant a loan, something that has already been used more successfully than many humans.
What is artificial neural network and its applications?
Artificial Neural Network(ANN) uses the processing of the brain as a basis to develop algorithms that can be used to model complex patterns and prediction problems. ... In our brain, there are billions of cells called neurons, which processes information in the form of electric signals.
How are neural networks used in industry?
Neural networks have broad applicability to real world business problems. In fact, they have already been successfully applied in many industries. Since neural networks are best at identifying patterns or trends in data, they are well suited for prediction or forecasting needs including: Sales forecasting.
What are the applications of neural network?
As we showed, neural networks have many applications such as text classification, information extraction, semantic parsing, question answering, paraphrase detection, language generation, multi-document summarization, machine translation, and speech and character recognition.