Recommending Similar Devices in Close Proximity for Network Security Management

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Publikace nespadá pod Ekonomicko-správní fakultu, ale pod Ústav výpočetní techniky. Oficiální stránka publikace je na webu muni.cz.
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BOUČEK Vladimír HUSÁK Martin

Rok publikování 2023
Druh Článek ve sborníku
Konference 2023 19th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)
Fakulta / Pracoviště MU

Ústav výpočetní techniky

Citace
www https://ieeexplore.ieee.org/abstract/document/10187729
Doi http://dx.doi.org/10.1109/WiMob58348.2023.10187729
Klíčová slova Recommendation;Network security;Vulnerability;Incident response
Přiložené soubory
Popis This paper presents a prototype of a tool for network security management that recommends similar devices in close proximity to a given machine. The task of recommending similar devices helps in analyzing the impact of cyber attacks, providing early warning and mitigating a spreading infection, or investigating an attack. Our tool uses modern graph-based technologies to store and query the data and existing data models that interconnect heterogeneous information about computer networks. By traversing the graph of network entities and calculating similarity scores, the tool suggests which devices are most likely to be exploited along with or after the exploitation of a device in question. The advantage of our tool is that it considers multiple attack vectors, including social engineering.
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