IT network security: AI-supported anomaly detection
By detecting anomalies and attacks, suspicious activities are quickly identified while significantly reducing the analysis effort. This allows your security experts to focus on critical threats and take swift countermeasures. Discover how state-of-the-art AI technologies can create real added value in your IT environment.
Challenge
Companies face the challenge of ensuring the security of their IT networks. In this project, server access was logged in an IT network data set, which included not only normal behavior but also various types of attacks. The challenge is to effectively evaluate and analyze this data in order to detect and ward off attacks on servers at an early stage. The goal was to develop a solution that automates this task and increases network security.
Methods
Our team has developed an AI solution specifically designed to detect anomalies and attacks in IT networks. We started by collecting and analyzing extensive network data to gain a deep understanding of normal and anomalous behavior. With this knowledge, we created an intelligent system that is capable of identifying suspicious activity with a high degree of accuracy. Implementing this solution significantly reduces the amount of human analysis required, as only preselected cases need to be reviewed. This pre-selection enables security experts to focus on and efficiently review potential threats.
Solution
Our solution offers several key benefits for your business. First, AI enables efficient threat detection by classifying anomalies and attacks with over 80% accuracy. This means that suspicious activity can be identified quickly and reliably. Second, preselection significantly reduces the analysis effort, as human analysts only need to investigate the preselected cases. This saves time and resources and allows security specialists to focus on the truly critical threats. Finally, early threat detection significantly improves network security, as appropriate measures can be taken more quickly to prevent potential damage.
- Efficient threat detection: AI classifies anomalies and attacks with an accuracy of over 80%.
- Reduced analysis effort: Human analysts only need to investigate preselected cases, which significantly reduces the effort required.
- Improved security: Early detection of threats allows appropriate measures to be taken more quickly to ensure network security.
At BREDEX, we use state-of-the-art AI technologies to develop customized solutions for our customers. Our expertise in implementing AI-powered security solutions enables us to offer innovative and effective solutions that deliver real value. Contact us to learn more about our projects and our approach.
This project was conducted as part of the i3systems AI Experts.
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