Title
Hardening networks against strategic attackers using attack graph games.
Abstract
We consider the problem faced by a network administrator (defender) when deploying limited security resources to protect a network against a strategic attacker. To evaluate the effectiveness of a defense strategy, one must consider possible counterattacks that an attacker can choose. We use game theory to model the interaction between the defender and the attacker. Game theory provides relevant concepts and algorithms for computing optimal strategies in environments with multiple decision makers. To model the space of attacker’s possible actions, we use attack graphs, that compactly represent all known sequences of attacker’s action that may lead to successful attack for a given network. We demonstrate our approach on a specific type of defense actions, where the defender deploys deceptive hosts and services (honeypots) to detect and mitigate attacks.
Year
DOI
Venue
2019
10.1016/j.cose.2019.101578
Computers & Security
Keywords
Field
DocType
Game theory,Network security,Honeypot,Network configuration management,Stackelberg equilibrium,Heuristic algorithms
Heuristic,Computer security,Computer science,Network security,Network topology,Network administrator,Heuristics,Game theory,Stackelberg competition,Scalability
Journal
Volume
ISSN
Citations 
87
0167-4048
0
PageRank 
References 
Authors
0.34
0
5
Name
Order
Citations
PageRank
Karel Durkota1404.85
Viliam Lisý221926.66
Branislav Bosanský38614.41
Christopher Kiekintveld4117994.94
Michal Pěchouček51134133.88