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基于主机行为关联的加密P2P流量实时分类方法 被引量:4
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作者 熊刚 赵咏 曹自刚 《高技术通讯》 CAS CSCD 北大核心 2013年第10期1008-1015,共8页
提出了一种基于主机行为关联的加密P2P流量实时分类方法,该方法基于P2P系统中节点间的连接关系,以一定的先验知识为初始条件进行节点发现,并根据网络行为不断进行迭代检测,持续发现P2P网络中的新节点及其对应的流量,从而达到对加密P2P... 提出了一种基于主机行为关联的加密P2P流量实时分类方法,该方法基于P2P系统中节点间的连接关系,以一定的先验知识为初始条件进行节点发现,并根据网络行为不断进行迭代检测,持续发现P2P网络中的新节点及其对应的流量,从而达到对加密P2P流量实时分类的目的。真实流量环境中的对比实验表明,该方法对典型加密P2P流量的分类准确率、召回率均超过95%,计算代价小、性能高,不依赖于内容检测,不侵犯用户隐私,能有效应用于实时流分类环境中。 展开更多
关键词 加密P2P流量 主机行为 关联 流量分类 实时分类
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控制局域网主机行为软件的开发
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作者 赵玲 《软件导刊》 2009年第4期128-130,共3页
介绍了一种可监控、记录、控制局域网主机行为的软件的开发,包括体系结构、详细开发过程、关键技术和软件特点。该软件能应用到机房、网吧和公司内的主机行为监控,具有很好的应用前景。
关键词 局域网 网络管理 监控 主机行为
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基于主机行为模式的P2P流分类模型的设计与实现
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作者 孟磊磊 高仲合 《山东科学》 CAS 2010年第5期55-58,共4页
本文提出了一种基于主机行为模式的流分类方法,该方法以朴素贝叶斯分类方法为理论依据。利用该方法在Weka环境中实现了分类器的设计。实验证明,该分类器能够准确识别出出现的各类P2P流,平均准确率高达96.5%。
关键词 流分类 主机行为模式 朴素贝叶斯
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基于数据挖掘的主机入侵行为检测
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作者 昝鑫 韩崇昭 +1 位作者 姚婷婷 韩九强 《西安交通大学学报》 EI CAS CSCD 北大核心 2005年第4期364-367,共4页
提出利用序列模式挖掘方法得到频繁入侵命令序列,将频繁入侵命令转换为底层入侵检测器的检测规则用于检测用户的可疑行为.为了消除误报,设计了一个基于入侵事件状态的关联引擎,将频繁入侵命令序列作为关联规则,并提出了一种新的入侵关... 提出利用序列模式挖掘方法得到频繁入侵命令序列,将频繁入侵命令转换为底层入侵检测器的检测规则用于检测用户的可疑行为.为了消除误报,设计了一个基于入侵事件状态的关联引擎,将频繁入侵命令序列作为关联规则,并提出了一种新的入侵关联算法,该算法不仅考虑了每类主机入侵行为的序列特征,也反映了不同类型主机入侵行为之间的因果关系,体现了主机入侵行为的多样性和复杂性.实验结果表明,该入侵关联模型对各类主机入侵行为的检测效果良好,误报率明显降低,特别是下载类和信息获取类主机入侵行为的误报降低了20%左右. 展开更多
关键词 网络安全 入侵检测 主机入侵行为 序列模式挖掘
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基于D-S证据理论的主机违规行为检查方法 被引量:1
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作者 王斌 连一峰 陈恺 《计算机应用与软件》 CSCD 北大核心 2012年第2期90-93,148,共5页
主机违规行为是能对主机及其所在信息系统的安全造成影响,或泄露主机上的重要信息的行为。提出一种主机违规检查方法,针对主机违规行为证据信息进行单一证据源基础概率判定,并通过D-S证据理论对其进行融合,计算得到主机行为的违规系数,... 主机违规行为是能对主机及其所在信息系统的安全造成影响,或泄露主机上的重要信息的行为。提出一种主机违规检查方法,针对主机违规行为证据信息进行单一证据源基础概率判定,并通过D-S证据理论对其进行融合,计算得到主机行为的违规系数,以此作为违规检查的判定依据。实验表明,该方法能够满足主机违规检查工作的应用需求,具有较低的误报率和漏检率。 展开更多
关键词 D-S证据理论 主机违规行为 异常检测
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基于XGBoost和社区发现的主机攻击行为检测 被引量:1
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作者 朱元庆 李赛飞 李洪赭 《计算机系统应用》 2021年第12期147-154,共8页
在大规模网络环境下,主机面临的安全威胁也愈发多样.随着基于机器学习检测恶意文件的技术快速崛起,极大的提升了对恶意软件的检测能力,也迫使对手改变了攻击策略.其中"Living off the land"策略通过调用操作系统工具或者执行... 在大规模网络环境下,主机面临的安全威胁也愈发多样.随着基于机器学习检测恶意文件的技术快速崛起,极大的提升了对恶意软件的检测能力,也迫使对手改变了攻击策略.其中"Living off the land"策略通过调用操作系统工具或者执行任务的自动化管理程序来实现恶意行为.威胁检测可以从父子进程的上下文中发现可疑行为,将父子进程链及其派生的相关事件看作无向图,应用监督学习XGBoost算法进行权重分配,生成无向加权图.最后使用社区发现算法从图中识别出更大的攻击序列,在MIRTE ATT&CK仿真攻击数据集上进行验证. 展开更多
关键词 主机攻击行为 XGBoost 社区发现 图分析
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Internet流分类方法的比较研究 被引量:17
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作者 彭芸 刘琼 《计算机科学》 CSCD 北大核心 2007年第8期58-61,共4页
Internet流分类是网络测量、流量监控中的一个重要环节。本文分析了几种典型的流分类方法:基于特定端口号、基于应用层特征字段和基于传输层的方法,其中第二种方法专门用于识别当前日益增多的对等网络应用流量。从准确性、完整性、实时... Internet流分类是网络测量、流量监控中的一个重要环节。本文分析了几种典型的流分类方法:基于特定端口号、基于应用层特征字段和基于传输层的方法,其中第二种方法专门用于识别当前日益增多的对等网络应用流量。从准确性、完整性、实时性以及可扩展性等方面对这三种方法进行了比较,分别指出它们的优势和不足。最后提出了一种实用型流分类方案,并对流分类领域的发展提出了看法。 展开更多
关键词 流分类 应用层特征字段 主机行为 统计特征
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高校校园网P2P流量检测和分类研究
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作者 胡六四 《吉林工程技术师范学院学报》 2011年第4期68-70,共3页
随着P2P技术的发展及网络流量的急剧增加,如何对不同类型的流量进行控制成为各园区网络管理人员要加以解决的问题。文章提出一种基于主机行为的流量检测方法。该方法不对数据包载荷部分的内容进行检测,而是分析主机通信时的连接特征,并... 随着P2P技术的发展及网络流量的急剧增加,如何对不同类型的流量进行控制成为各园区网络管理人员要加以解决的问题。文章提出一种基于主机行为的流量检测方法。该方法不对数据包载荷部分的内容进行检测,而是分析主机通信时的连接特征,并根据特征得到流量的分类。 展开更多
关键词 校园网 流量检测 主机行为
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应用层协议识别技术研究 被引量:2
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作者 彭文峰 杜中军 《现代计算机(中旬刊)》 2015年第3期68-70,共3页
应用层协议识别作为当前网络测量管理与网络安全研究领域的热点问题,其相关技术研究对整个互联网的可管理性、安全性和规范性具有重要的理论意义和应用价值。重点介绍基于端口映射、基于有效载荷特征、基于流动态行为特征、基于主机行... 应用层协议识别作为当前网络测量管理与网络安全研究领域的热点问题,其相关技术研究对整个互联网的可管理性、安全性和规范性具有重要的理论意义和应用价值。重点介绍基于端口映射、基于有效载荷特征、基于流动态行为特征、基于主机行为等几种主要的协议识别方法,总结分析它们的工作原理和优缺点,并对进一步研究学习方向提出建议。 展开更多
关键词 协议识别 端口映射 有效载荷特征 流动态行为特征 主机行为
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Improved Behaviour Control on Laser Cruise of Autonomous Mobile Robot 被引量:1
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作者 张国伟 丁永生 卢秋红 《Journal of Donghua University(English Edition)》 EI CAS 2013年第6期482-486,共5页
The software of behaviour-based algorithm~ was parted to several functional modules which represented different behaviours with different priorities. A basic algorithm with S-type arbiter and an improved algorithm wit... The software of behaviour-based algorithm~ was parted to several functional modules which represented different behaviours with different priorities. A basic algorithm with S-type arbiter and an improved algorithm with I-type arbiter were compared. The improved algorithm can reduce judging time and avoid some mistakes of the basic one. In mapping obstacles, the robot adjusted the spread angle according to different distances to obstacles in scaled vector field histogram (SVFH) algorithm, and then the robot turned more sharply in near obstacles than in far obstacles, which made the robot move more safely and smoothly in a cluttered room. 展开更多
关键词 mobile robot behaviour control laser cruise vector field histogram (VFH)
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Effect of Increase in Price of Oil on Behavior of Private Car Owners in Beijing 被引量:2
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作者 Yi Ru Zhang Shiqiu 《Chinese Journal of Population,Resources and Environment》 2010年第1期55-61,共7页
In order to understand the short-term response of private car owners to changes in the price of oil,a survey was conducted in Beijing after the gasoline price in China rose in June 2008.It showed that private car driv... In order to understand the short-term response of private car owners to changes in the price of oil,a survey was conducted in Beijing after the gasoline price in China rose in June 2008.It showed that private car drivers in Beijing reduced their trips in the one month period following the price adjustment.Certain trip characteristics and drivers' demographics significantly influenced price elasticity in the short term,including the purpose of the trip,the distance covered and the income of the car driver. 展开更多
关键词 price elasticity private car travel behavior
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Human Body Behavior as Response on Autonomous Maneuvers, Based on ATD and Human Model
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作者 Marcin Mirostaw Dominik Jastrzebski 《Journal of Mechanics Engineering and Automation》 2015年第9期497-502,共6页
In the near future, active safety systems will take more control over the vehicle driving, even up to introducing fully autonomous vehicles. Nowadays, it is expected that the active safety systems will aid avoiding co... In the near future, active safety systems will take more control over the vehicle driving, even up to introducing fully autonomous vehicles. Nowadays, it is expected that the active safety systems will aid avoiding collisions much more efficiently than human drivers. These systems can protect not only the passengers, but also other road users. To mitigate collision, certain maneuvers (e.g., sudden braking, lane change, etc.) need to be done in a reasonably quick time. However, this may lead to low-g energy pulses. The latter fact, may cause unexpected and, in some cases, unwanted occupant body motion resulting even in OOP (out of position) postures. New patterns of occupant reactions in such cases are, to some extent, confirmed experimentally [1-3]. This paper evaluates the limits of standard ATDs (anthropometric test devices) and chosen human models in well established maneuver scenarios. Obtained results are compared with experimental data available in the literature. Drawbacks identify new challenges for the near future simulation based safety engineering. One scenario with combined conditions of emergency braking during lane change has been used as an example of OOP posture after maneuver. 展开更多
关键词 Active safety systems passive safety systems autonomous maneuvers human body behavior.
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The Ecological Crisis and the Principle of Relationality in African Philosophy
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作者 Mark Omorovie Ikeke 《Journal of Philosophy Study》 2015年第4期179-186,共8页
The way that humans think about the earth certainly affects the way that they relate and behave towards the earth and all its life forms. The various ideologies or worldviews that humanity has experienced such as dual... The way that humans think about the earth certainly affects the way that they relate and behave towards the earth and all its life forms. The various ideologies or worldviews that humanity has experienced such as dualism, capitalism, holism, animism, ubuntu, ukama, vital force, colonialism, and so forth are all different ways of thinking and relating to the earth. The paper argues that dualistic ways of thinking or viewpoints that radically separate the human as distinct from the earth are hostile to both human and earth flourishing. It further argues that the ecological crisis which has witnessed the destruction and pollution of the ecosystems and other devastations cannot be solved when humans continue to see the earth as an object for conquest and exploitation. Using a critical hermeneutics method, the paper affirms that the African principle of relationality can help in mitigating the environmental crisis. It finds and concludes that if this principle is radically practiced, a better environment will be created. 展开更多
关键词 ecology RELATIONALITY Afi'ican PHILOSOPHY UBUNTU vital force
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The Global Governance of Terrorism: An Assessment of Different Regimes 被引量:1
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作者 Zeng Xianghong Kang Xiaoni 《Social Sciences in China》 2019年第1期100-126,共27页
Breakthroughs in the global governance of terrorism depend mainly on the development on the part of the international community of thorough and effective mechanisms.At present,global governance targets terrorism via f... Breakthroughs in the global governance of terrorism depend mainly on the development on the part of the international community of thorough and effective mechanisms.At present,global governance targets terrorism via four regimes:hegemonic governance;governance by international organizations;hybrid governance;and coordinated governance by major powers.These strategies have made a contribution to counter-terrorism,but they do have shortcomings.We start with the judgment that governance entities should adhere to the logic of consequences,the logic of appropriateness,the logic of emotion and the logic of habitus,and on this basis make a preliminary assessment of the global governance of terrorism.Present terrorism governance regimes tend to be based on the thinking of the logic of consequences with only partial implementation of the logic of appropriateness and no use,so far,of counterterrorism measures based on the logic of emotion and the logic of habitus.To address both the symptoms and root causes of terrorism,international society should encourage governance strategies that implement counter-terrorism measures based on the four types of logic above and should promote coordination and cooperation based on this platform.In this course,China could promote a more significant role in global terrorism governance for such counter-terrorism platforms as the United Nations,including the Security Council,and the Shanghai Cooperation Organization. 展开更多
关键词 TERRORISM global governance governance regime behavioral logic counterterrorism measures
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Human stochastic closed-loop behavior for master-slave teleoperation using multi-leap-motion sensor 被引量:1
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作者 HU TianJian ZHU XiaoJun +3 位作者 WANG XueQian WANG TianShu LI JunFeng QIAN WeiPing 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2017年第3期374-384,共11页
abstracting human control strategy in controlling dynamically stable robots.J Intell Robot Syst,2009,55:39-54
关键词 human behavior teleoperation statistical learning leap motion
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Domain-switching embedded nonlinear electromechanical finite element method for ferroelectric ceramics 被引量:2
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作者 LIU Bin FANG DaiNing 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2011年第4期606-617,共12页
To simulate the nonlinear behavior of ferroelectric structures and devices under non-uniform electromechanical loadings,a domain-switching embedded electromechanical finite element method is developed in this paper.Fo... To simulate the nonlinear behavior of ferroelectric structures and devices under non-uniform electromechanical loadings,a domain-switching embedded electromechanical finite element method is developed in this paper.Following continuum assumption,the electromechanical behavior of each representative material point can be obtained by averaging the behavior of the local corresponding microstructure,e.g.42 domains used in this work.A new Double Gibbs free energy criterion for domain-switching is proposed to ensure the convergence and stability of the simulations on ferroelectrics under non-uniform field.Several computational examples are given to demonstrate that this nonlinear finite element method can yield reasonable and stable simulation results which can be used to explain some experimental results and assist the design of ferroelectric devices. 展开更多
关键词 ferroelectric material domain-switching finite element method nonlinear electromechanical coupling crack and fracture
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