„Finding patterns and correlations in data are the key, not just for this project; rise of artificial intelligence will be another tectonic shift for the whole mankind.“
Vojtech Németh
VNET, CTO
We are working on interesting projects. Learn more
CloseNetwork communication is under constant monitoring to detect any unexpected behavior (anomalies). This project focuses on anomaly detection, especially on the harmful anomalies caused by cybercriminals.
VNET as a provider of comprehensive telecommunications solutions strives to improve its monitoring, warning and protection capabilities for their clients. VNET is able to actively protect the clients from attacks such as DDoS and others; or they can at least warn a client that something unusual (an anomaly) is happening with their computer, server, or subnet.
There are two basic approaches to detect such threats:
Both approaches have their advantages and disadvantages and may be combined in hybrid approaches. This is part of our expertise at KInIT.
KInIT created a proposal for better data gathering from the research point of view with practical implications. The dataset will be created with focus on machine learning approaches with different sampling rates and attack visibility together with statistical analysis of a new dataset from the real network traffic.
We are working on several models that will serve different needs of the whole solution, e.g.: filter known attacks, create network profiles, anomaly detection module. All modules have to cooperate with each other and they have to be prepared for use in production in VNET’s environment.
This project is a successor to our previous successful collaboration with VNET.
Vojtech Németh
VNET, CTO
Cookie | Duration | Description |
---|---|---|
cookielawinfo-checbox-analytics | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Analytics". |
cookielawinfo-checbox-functional | 11 months | The cookie is set by GDPR cookie consent to record the user consent for the cookies in the category "Functional". |
cookielawinfo-checbox-others | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Other. |
cookielawinfo-checkbox-necessary | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookies is used to store the user consent for the cookies in the category "Necessary". |
cookielawinfo-checkbox-performance | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Performance". |
viewed_cookie_policy | 11 months | The cookie is set by the GDPR Cookie Consent plugin and is used to store whether or not user has consented to the use of cookies. It does not store any personal data. |