Abstract:Fast detection of Distributed Denial of Service attacks is key for establishing appropriate countermeasures in order to protect potential targets. HollywooDDoS applies wellknown techniques from movie classification to the challenge of DDoS detection. The proposed approach utilizes a traffic aggregation scheme representing traffic volumes between IP subnets as two-dimensional images, while preserving detection relevant traffic characteristics. These images serve as input for a convolutional neural network, lear… Show more
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