Network Anomaly Detection Through IP Traffic Analysis With Variable Granularity

S Kamamura, Y Takei, M Nishiguchi, Y Hayashi… - IEEE …, 2023 - ieeexplore.ieee.org
A network anomaly detection method is proposed for large-scale, wide-range Internet
Protocol (IP) networks. Because network behavior is projected onto communication traffic …

Spatial anomaly detection using fast xFlow proxy for nation-wide IP network

S Kamamura, Y Hayashi… - IEICE Transactions on …, 2024 - ieeexplore.ieee.org
This paper proposes an anomaly-detection method using the Fast xFlow Proxy, which
enables fine-grained measurement of communication traffic. When a fault occurs in services …

Anomalous Traffic Detection in Campus Networks based on NetFlow and CNN

Y Yang, J Di, W Zhang, F Yu - … of the 8th International Conference on …, 2023 - dl.acm.org
With the popularization and massive use of Internet, various types of attacks and abnormal
traffic in campus networks are emerging. In this paper, based on NetFlow technology and …