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基于流量行为图的攻击检测方法 被引量:3
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作者 张东鑫 郎波 严寒冰 《信息网络安全》 CSCD 北大核心 2022年第1期72-79,共8页
传统基于流的攻击检测无法完全捕获网络通信模式,难以对网络中的攻击事件进行有效检测,而流量行为图中包含的信息可以有效反映主机的真实情况。文章针对多类型网络攻击检测问题,提出了基于流量行为图的攻击检测方法,实现了基于流量行为... 传统基于流的攻击检测无法完全捕获网络通信模式,难以对网络中的攻击事件进行有效检测,而流量行为图中包含的信息可以有效反映主机的真实情况。文章针对多类型网络攻击检测问题,提出了基于流量行为图的攻击检测方法,实现了基于流量行为图的攻击检测。检测方法基于聚类和生成学习模型,包含两个阶段,第一阶段通过聚类算法尽可能地过滤良性节点,第二阶段应用生成学习模型检测多种不同攻击事件。在公开数据集上的实验结果表明,文章提出的攻击检测方法可以有效检测出网络中存在的多种不同攻击事件。此外,系统使用基于Apache Spark的分布式处理框架,可以有效进行大规模数据处理。 展开更多
关键词 流量行为图 聚类 生成学习 攻击检测 SPARK
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Hot deformation behavior of spray forming LSHR alloy using constitutive equation and processing map
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作者 徐轶 汪杰 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2016年第4期1032-1043,共12页
Flow behaviors of spray forming low solvus high refractory (LSHR) alloy were investigated using hot compression tests performed on a Gleeble?3500 thermal mechanical simulator at temperatures of 1020?1150 °C and s... Flow behaviors of spray forming low solvus high refractory (LSHR) alloy were investigated using hot compression tests performed on a Gleeble?3500 thermal mechanical simulator at temperatures of 1020?1150 °C and strain rates of 0.0003?1.0 s?1. The constitutive equation was established, power dissipation (η) maps and hot processing maps were plotted. The microstructure evolution and dislocation distribution of domains with different values of η in power dissipation maps were also observed. The results show that the flow stress increases with decreasing temperature and increasing strain rate. The activation energy of the spray forming LSHR alloy is 1243.86 kJ/mol. When the value of η is 0.36 at the strain of 0.5, the domain in the processing map shows characteristics of typical dynamic recrystallization (DRX) and low dislocation density. According to the microstructure evolution and processing maps, the optimum processing condition for good hot workability of spray forming LSHR alloy can be summed up as:temperature range 1110?1150 °C; strain rate range 0.01?0.3 s?1. 展开更多
关键词 low solvus high refractory alloy flow behavior WORKABILITY power dissipation map processing map dynamic recrystallization
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Complex Behaviors of a Simple Traffic Model
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作者 GAO Xing-Ru 《Communications in Theoretical Physics》 SCIE CAS CSCD 2006年第5X期952-960,共9页
In this paper, we propose a modified traffic model in which a single car moves through a sequence of traffic lights controlled by a step function instead of a sine function. In contrast to the previous work [Phys. Rev... In this paper, we propose a modified traffic model in which a single car moves through a sequence of traffic lights controlled by a step function instead of a sine function. In contrast to the previous work [Phys. Rev. E 70 (2004) 016107], we have investigated in detail the dependence of the behavior on four parameters, ω,α,η and α1, and given three kinds of bifurcation diagrams, which show three kinds of complex behaviors. We have found that in this model there are chaotic and complex periodic motions, as well as special singularities. We have also analyzed the characteristic of the complex period motion and the essential feature of the singularity. 展开更多
关键词 traffic model complex behavior CHAOS bifurcation diagram SINGULARITY
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