A comprehensive approach for network attack forecasting
 We modify the attack graph to handle the uncertainty of attack probabilities.  We analyze the IDS alerts and intrusion responses to update the attack probabilities.  We define a forecasting attack graph to predict future attacks.  The forecasting attack graph provides a high-level insight into the network security.
network attack forecasting intrusion response uncertainty-aware attack graph dependency graph intrusion alerts