Network Attack Scenarios Extraction and Categorization by Mining IDS Alert Streams

Wei Yan

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Network Attack Scenarios Extraction and Categorization by Mining IDS Alert Streams

机译：通过挖掘IDS警报流来提取和分类网络攻击方案

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The past few years have witnessed significant increase in DDoS attacks on Internet, prompting network security as a great concern. With the attacks getting more sophisticated, automatically reasoning the attack scenarios in real time and categorizing thos

机译：在过去的几年中，Internet上的DDoS攻击显着增加，这引起了网络安全的极大关注。随着攻击变得越来越复杂，可以实时自动推理攻击场景并对其进行分类

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《Journal of Universal Computer Science》 |2005年第8期|共16页
作者
Wei Yan;
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中图分类计算技术、计算机技术;
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专利

1. Attack scenario reconstruction approach using attack graph and alert data mining [J] . Hu Hao, Liu Jing, Zhang Yuchen, Journal of information security and applications . 2020,第Octa期

机译：使用攻击图和警报数据挖掘攻击场景重建方法
2. Discovering Attack Scenarios via Intrusion Alert Correlation Using Graph Convolutional Networks [J] . Cheng Qiumei, Wu Chunming, Zhou Shiying IEEE communications letters . 2021,第5期

机译：通过使用图形卷积网络通过入侵警报相关性发现攻击场景
3. Real-time stream mining: online knowledge extraction using classifier networks [J] . Canzian Luca, Der Schaar Mihaela Van Network, IEEE . 2015,第5期

机译：实时流挖掘：使用分类器网络进行在线知识提取
4. Extracting and querying network attack scenarios knowledge in IDS using PCTCG and alert semantic networks [C] . Yan, W., Hou, . 2005

机译：使用PCTCG和警报语义网络提取和查询IDS中的网络攻击场景知识
5. A novel Intrusion Detection System (IDS) architecture: Attack detection based on Snort for multistage attack scenarios in a multi-cores environment [D] . Pagna Disso de Muila, Jules Ferdinand 2010

机译：一种新颖的入侵检测系统（IDS）架构：基于Snort的攻击检测可在多核环境中进行多阶段攻击
6. An Anonymous Channel Categorization Scheme of Edge Nodes to Detect Jamming Attacks in Wireless Sensor Networks [O] . Muhammad Adil, Mohammed Amin Almaiah, Alhuseen Omar Alsayed, 2020

机译：边缘节点的匿名信道分类方案用于检测无线传感器网络中的干扰攻击
7. A framework for correlation and aggregation of security alerts in communication networks. A reasoning correlation and aggregation approach to detect multi-stage attack scenarios using elementary alerts generated by Network Intrusion Detection Systems (NIDS) for a global security perspective. [O] . Alserhani Faeiz 2011

机译：通信网络中安全警报的关联和聚合框架。一种推理相关和聚合方法，可使用网络入侵检测系统（NIDS）生成的基本警报来检测多阶段攻击情形，以实现全球安全性。
8. Building Scenarios from a Heterogeneous Alert Stream. [R] . Dain, O., Cunningham, R. K. 2016

机译：从异构警报流构建方案。

Network Attack Scenarios Extraction and Categorization by Mining IDS Alert Streams

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