Nature

A lightweight anomaly detection model for network traffic using multi scale spatio temporal residual learning

With the continuous upgrading of network attacks, network abnormal traffic detection has become a key technology to ensure network security. However, existing detection methods still face challenges ...
Nature

Software defined networking based network traffic classification using machine learning techniques

The classification of network traffic has become increasingly crucial due to the rapid growth in the number of internet users. Conventional approaches, such as identifying traffic based on port ...
CSOonline

Fake network traffic is on the rise — here’s how to counter it

The increasing volume and sophistication of fake network traffic has raised the cybersecurity stakes, jeopardizing sales and marketing efforts and complicating defense and protection. The ability to ...
TechRepublic

Network Traffic Types (With Examples)

Discover the key types of network traffic and their role in optimizing performance plus real-world examples to see how they impact data flow. Identifying network traffic types is vital because it ...