ASNM Datasets: A Collection of Network Traffic Data for Testing of Adversarial Classifiers and Network Intrusion Detectors

ASNM datasets include records consisting of many features, that express various properties and characteristics of TCP communications. These features are called Advanced Security Network Metrics (ASNM) and were designed with the intention to discern legitimate and malicious connections (especially intrusions). ASNM features are extracted from tcpdump traces and do not perform deep packet inspection during their computation. ASNM datasets can be used for machine learning-based Network Behavioral Anomaly Detection or analysis of network traffic characteristics based on the labels indicating the presence and/or type of malicious/legitimate communication.