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- W4386323677 abstract "This paper formulates the Smallest Botnet Firewall Building Problem and proposes a heuristic solution based on the Girvan-Newman algorithm. The problem is to build the smallest white-hat botnet as a firewall to prevent the further spread of a malicious botnet. For this problem, a brute-force solution has been proposed, but it requires an enormous amount of computation time as the size of the network increases. The proposed heuristic solution uses the Girvan-Newman algorithm to find communities covering a specified number or more nodes, then computes the minimum cut between each community and the malicious botnet, and finally obtains the number and placement of needed white-hat bots based on the connection of the cuts. The proposed solution yields similar results to the brute-force solution, while significantly reducing the computation time." @default.
- W4386323677 created "2023-09-01" @default.
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- W4386323677 date "2023-07-17" @default.
- W4386323677 modified "2023-09-27" @default.
- W4386323677 title "Smallest Botnet Firewall Building Problem and a Girvan-Newman Algorithm-Based Heuristic Solution" @default.
- W4386323677 cites W3096570196 @default.
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- W4386323677 doi "https://doi.org/10.1109/icce-taiwan58799.2023.10226839" @default.
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