AI can help improve network security. From better attacks to better defenses

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F24%3A00380887" target="_blank" >RIV/68407700:21230/24:00380887 - isvavai.cz</a>

Result on the web

<a href="https://cnsm-conf.org/2024/timetable.html" target="_blank" >https://cnsm-conf.org/2024/timetable.html</a>

DOI - Digital Object Identifier

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Result language

angličtina

Original language name

AI can help improve network security. From better attacks to better defenses

Original language description

For many years machine learning help optimized resources in network management. It then help to better plan network topologies, bandwidth control, BGP routes, and finally security. Although security defenses is implemented in servers and devices, much of the attacks are simulated and conducted in the network. With the advent of LLMs much technology was dedicated to better explain, to better understand and validate routers configurations, graph analysis, and lately to help the incident responders. However, in security LLMs have a much needed role: to produce better attacks, to produce better detections and to produce better humans.

Czech name

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Czech description

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Type

O - Miscellaneous

CEP classification

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OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

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Continuities

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year

2024

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů