… In this section, we evaluate several publicly available DDoS attack datasets … reliable dataset
to test and validate DDoS attack detection systems. The CAIDA “DDoS Attack 2007” Dataset […

… datasets like KDD 99, NSL-KDD, DARPA and CAIDA etc., which excludes recent DDoS
attacks… supervised learning algorithms on a real-life dataset, having contemporary DDoS attacks. …

… This paper first details the available datasets that scholars use for DDoS attack detection. …
of DDoS attacks. In addition, a traffic generator for normal and different types of DDoS attack …

… The datasets provide a way to train the IDS in an effective manner. In … DDoS dataset which
is derived from various other parameters of the DDoS attacks with latest types of DDoS attack …

… with new types of attacks. In this section we have described the dataset that contains the
DDoS attacks and we have used for training models [4]. This dataset is completely classified …

… the datasets used, play a role in detecting many attacks with … the datasets available for
distributed denial of service attacks … versions, an absence of distributed denial of service traffic, …

… based on tunable parameters such as number of nodes attacked and duration of attack. We
… dataset. We also demonstrate the utility of the dataset as well as our synthetic DDoS attack …

… In this paper, we shortly discussed several datasets and methods used in DDoS detection
problem. Four conclusions are drawn from the overview. First of all, there is a problem with …

… areas: (i) the different types of DDoS attack detection deep learning approaches, (ii) the … for
DDoS attacks detection (iii) benchmarked datasets and classes of attacks in datasets used in …

… DDoS attack dataset, ie, CICDDoS2019 [10] which contains 11 types of DoS and DDoS attacks
… compared to other network traffic datasets. In order to better detect the complex DoS and …