On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks

Christopher Sweet, Stephen Moskal, Shanchieh Jay Yang

Recreating cyber-attack alert data with a high level of fidelity is challenging due to the intricate interaction between features, non-homogeneity of alerts, and potential for rare…