How to Use Autoencoder for Anomaly Detection

Posted by Shaswat Anand on Jul 28, 2020 8:00:00 AM

In our previous blogs on Artificial Intelligence and Everyday Life, we learned the basics of how our computers can be trained to think like humans and work like them. Now let’s move on to some actual application of what we learned and understand about one of the most versatile neural network models - The Autoencoder.

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Topics: Artificial Intelligence, anomalies, anomaly detection, neural networks

Big Data and Cybersecurity

Posted by Alexis Vander Wilt on Jun 2, 2020 8:00:00 AM

Big data can provide numerous insights to enterprises and help professionals to make informed decisions. When used in cybersecurity, big data can find trends and correlations, flag anomalies, and recognize the malicious activity. However, malicious hackers are also benefiting.  As AI and machine learning find their way into the world of malicious cyber attacks, cybercriminals are finding new and innovative ways to attack our systems. So, does big data hold the answer to combating cybercriminals?

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Topics: Cyber Security, Big Data, anomalies