Benchmarking datasets for Anomaly-based Network Intrusion Detection: KDD CUP 99 alternatives

Machine Learning has been steadily gaining traction for its use in Anomaly-based Network Intrusion Detection Systems (A-NIDS). Research into this domain is frequently performed using the KDD CUP 99 dataset as a benchmark. Several studies question its usability while constructing a contemporary NIDS,... View More