Pagerankalgorithm couldbeused widely. Keywords:NetworkSecurity;SecurityAssessment;AttackGraph;PageRankAlgorithms II 大连交通大学学位论文独创性声明 本人声明所呈交的学位论文是本人在导师指导下进行的研究工作 及取得的研究成果。尽我所知,除了文中特别加以标注和致谢及参考 文献的地方外,论文中不包含他人或集体已经...
algorithm 0 引言 作为经典 PageRank 算法的扩展,个性化的 PageRank(Personallized PageRank)算法自 从 Page 等[1]提出以来,已成为一种主流的排序算法被广泛地应用于各种数据集可表示为图 结构的搜索场景中,例如,Web 搜索[2-6],ER 图搜索[2],关键字数据库搜索[3]等等。个性化 的 PageRank 算法继承了经典 ...
This paper introduces the Shark search algorithm using PageRank algorithm, a refined version of one of the first dynamic Web search algorithms, the “PageRank search” and Shark-search. The Shark-search has been embodied into a dynamic Web site mapping that enables users to tailor Web maps to...
And it might be that PageRank is not used as a proxy for popularity anymore, but maybe as a proxy for trust or something like that and it has a slightly different role in the algorithm. But the point is we still know purely through empirical evidence that changing how many and what ...
This paper proposes a novel approach for this task, where NetFlow related data is correlated and a host dependency model is leveraged for advanced data mining purposes. We extend the popular linkage analysis algorithm PageRank [27] with an additional clustering process in order to efficiently ...
In this work, we propose a PageRank implementation fully realized with the MPI programming paradigm ported to the SpiNNaker platform. We compare the scalability of the proposed program with the equivalent SNN implementation, and we leverage the characteristics of the PageRank algorithm to benchmark ...
In PageRank algorithm [14], nodes in the same graph are in a set𝑉V. There are𝑛nnodes𝑃𝑖Pi∈𝑉V(𝑖iis the label of node𝑛n), and for each𝑃𝑖Pi, it will have a damping factor𝑞q. The𝑞qis a constant parameter.𝐼(𝑃𝑖)I(Pi)is a set of nodes that poi...
We propose a method, network pharmacology combined with two iterations of PageRank algorithm, to make use of these information. It takes prescription-disease system as a whole, calculates PageRank score of targets in the prescription-disease system, which means an importance in the system, and ...
Cite this paper François, J., Wang, S., State, R., Engel, T. (2011). BotTrack: Tracking Botnets Using NetFlow and PageRank. In: Domingo-Pascual, J., Manzoni, P., Palazzo, S., Pont, A., Scoglio, C. (eds) NETWORKING 2011. NETWORKING 2011. Lecture Notes in Computer Science, ...
We also provide a recurrent stochastic model for the power iteration algorithm commonly used in PageRank computations. We start with initial distribution R (0) , satisfying E R (0) = 1, and for every k ≥ 1, we define the result of the kth iteration through the distributional identity...