Real-time botnet detection on large network bandwidths using machine learning
#Botnets are one of the most harmful #cyberthreats, that can perform many types of #cyberattacks and cause billionaire losses to the global economy. Nowadays, vast amounts of network traffic are generated every second, hence manual analysis is impossible. To be effective, automatic botnet detection should be done as fast as possible, but carrying this out is difficult in large bandwidths. To handle this problem, we propose an approach that is capable of carrying out an ultra-fast network analysis (i.e. on windows of one second),
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Published: 15 March 2023
#ComputationalScience
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https://www.nature.com/articles/s41598-023-31260-0.pdf