In 7.5.0, the Empowered AI module was delivered. It works based on artificial intelligence and mathematical algorithms for data analysis.
There are key new functionalities:
The functionality for saving and reusing trained models has been delivered. Additionally, thanks to the integration with the network probe, saved models can be run in real-time mode.
Empowered AI – Text Anomaly default alerts
Default analytical rules operating on standard system integrations have been provided along with alerts to simplify and accelerate configuration for standard integrations.
Empowered AI – create manual incident based on AI results
Easy create alerts tab from AI rules config. The ability to create alerts for rules and incidents for anomalies based on analysis results has been added.
Empowered AI – progress bar for started rules
The progress bar shows the current percentage of analysis completion.
Empowered AI – Root Cause tracing based on knowledge model
Relations Mining builds knowledge model Relationship mining allows for detecting complex dependencies between data and, based on these dependencies, finding the source of occurring problems in complicated and complex environments.
Detection of Univariate and Multivariate Anomalies:
Univariate Analysis: Identifying anomalies in a single data column by configuring contamination factors and data aggregation intervals. Multivariate Analysis: Detecting anomalies in multiple data columns, providing a comprehensive overview of unusual activity.
Clustering:
Data Grouping: Automatically clustering similar data to uncover hidden patterns and relationships in the dataset.
Forecasting:
Predictive Analysis: Setting data aggregation intervals and forecasting timeframes to predict future trends and potential threats.
Text Anomaly Detection:
Text Analysis: Analyzing textual data to detect anomalies, with features for excluding specific patterns or words and setting rarity thresholds.
We believe that these enhancements and modifications will boost work efficiency and enhance the security of your network infrastructure. We encourage you to install and explore all the features yourself. For more information, please feel free to contact us.
