high speed networks (1-10 Gbps). Despite the richness in contributions in this field,
benchmarking of flow-based IDS is still an open issue. In this paper, we propose the first
publicly available, labeled data set for flow-based intrusion detection. The data set aims to
be realistic, ie, representative of real traffic and complete from a labeling perspective. Our
goal is to provide such enriched data set for tuning, training and evaluating ID systems. Our …