Title
Towards a bayesian network game framework for evaluating DDoS attacks and defense
Abstract
With a long history of compromising Internet security, Distributed Denial-of-Service (DDoS) attacks have been intensively investigated and numerous countermeasures have been proposed to defend against them. In this work, we propose a non-standard game-theoretic framework that facilitates evaluation of DDoS attacks and defense. Our framework can be used to study diverse DDoS attack scenarios where multiple layers of protection are deployed and a number of uncertain factors affect the decision making of the players, and it also allows us to model different sophistication levels of reasoning by both the attacker and the defender. We conduct a variety of experiments to evaluate DDoS attack and defense scenarios where one or more layers of defense mechanisms are deployed, and demonstrate that our framework sheds light on the interplay between decision makings of both the attacker and the defender, as well as how they affect the outcomes of DDoS attack and defense games.
Year
DOI
Venue
2012
10.1145/2382196.2382255
ACM Conference on Computer and Communications Security
Keywords
Field
DocType
non-standard game-theoretic framework,defense game,bayesian network game framework,defense mechanism,different sophistication level,ddos attack,internet security,decision making,framework sheds light,defense scenario,diverse ddos attack scenario,game theory,bayesian networks
Countermeasure,Internet privacy,Internet security,Denial-of-service attack,Computer science,Computer security,Bayesian network,Game theory,Sophistication,Application layer DDoS attack
Conference
Citations 
PageRank 
References 
17
0.87
16
Authors
4
Name
Order
Citations
PageRank
Guanhua Yan1170.87
Ritchie Lee2335.11
Alex Kent3292.12
David H. Wolpert44334591.07