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CICIDOG is an open-source cybersecurity dataset developed by Alibaba. It stands for CICIntrusion Detection Online Generator and contains labeled network traffic data for intrusion detection system (IDS) and intrusion prevention system (IPS) research. CICIDOG dataset includes various types of attacks and normal traffic data to help researchers train and evaluate their models.The dataset consists of two parts: the training set and the testing set. The training set consists of approximately 1 million instances, while the testing set contains around 300,000 instances. Each instance in the dataset consists of 80 features, including basic flow statistics, packet statistics, time-based features, and traffic features.The attacks included in the CICIDOG dataset cover a wide range of common cybersecurity threats such as DoS, DDoS, port scanning, web attacks, botnet attacks, etc. The dataset also provides labels indicating whether each instance represents a normal or an attack scenario.CICIDOG aims to provide a benchmark dataset for researchers working in the field of intrusion detection and prevention systems. It allows them to develop and test their algorithms on a realistic network traffic dataset with different types of attacks. Moreover, as an open-source project, CICIDOG encourages collaboration among researchers and promotes transparency in cybersecurity research.Overall, CICIDOG serves as a valuable resource for studying cyber threats and developing effective defense mechanisms to enhance network security.
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