How can CAIDA DDoS datasets be used for developing detection mechanisms?

Researchers can use CAIDA DDoS datasets to train and evaluate machine learning models or statistical methods for detecting DDoS attacks. By analyzing the traffic patterns in the datasets, they can identify distinguishing features of malicious traffic and build algorithms to distinguish it from legitimate traffic.