Propagation modeling of active P2P worms based on ternary matrix
Propagation modeling of worms has become an attractive research field in recent years since it facilitates worm prediction, detection, analysis and prevention etc. In this work, we propose a novel ternary-matrix-based model to describe the propagation trend of active P2P worms. Compared to existing logic-matrix-based models, our model takes the time lags into consideration by introducing new states and special matrix operations. Our model is easy of derivation and deployment because it confines derivation process to pure matrix operations. Moreover, two other advantages of our model are fully explored. One is expressiveness: (1) practical P2P topology can be modeled in the topology matrix; (2) the state of any node can be identified at any time; (3) and the attack path of any node can be backtracked in linear time. Flexibility is the other merit: our model can adapt to different scenes by changing the related parameters, particularly our model is general for different kinds of time lags and P2P topologies. (C) 2013 Elsevier Ltd. All rights reserved.
propagation modeling active p2p worms ternary matrix time lags expressiveness flexibility ease of derivation and deployment