Aspect-Based Attack Detection in Large-Scale Networks

机译：大型网络中基于方面的攻击检测

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In this paper, a novel behavioral method for detection of attacks on a network is presented. The main idea is to decompose a traffic into smaller subsets that are analyzed separately using various mechanisms. After analyses are performed, results are correlated and attacks are detected. Both the decomposition and chosen analytical mechanisms make this method highly parallelizable. The correlation mechanism allows to take into account results of detection methods beside the aspect-based detection.

机译：在本文中，提出了一种新颖的行为方法来检测网络上的攻击。主要思想是将流量分解为较小的子集，使用各种机制分别对其进行分析。执行分析后，将结果关联起来并检测攻击。分解和选择的分析机制都使该方法高度可并行化。除了基于方面的检测之外，相关机制还允许考虑检测方法的结果。

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来源
《Recent advances in intrusion detection》|2010年|p.488-489|共2页
会议地点 Ottawa(CA);Ottawa(CA)
作者
Martin Drasar; Jan Vykopal; Radek Krejci; Pavel Celeda;
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作者单位

Masaryk University, Botanicka 68a, 61200, Brno, Czech Republic;

Masaryk University, Botanicka 68a, 61200, Brno, Czech Republic;

Masaryk University, Botanicka 68a, 61200, Brno, Czech Republic;

Masaryk University, Botanicka 68a, 61200, Brno, Czech Republic;

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原文格式 PDF
正文语种 eng
中图分类安全保密;
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1. Real-time cross-layer design for a large-scale flood detection and attack trace-back mechanism in IEEE 802.11 wireless mesh networks [J] . Shafiullah Khan, Kok-Keong Loo Network security . 2009,第may期

机译：IEEE 802.11无线网状网络中用于大规模洪水检测和攻击回溯机制的实时跨层设计
2. Advanced Network Data Analytics for Large-Scale DDoS Attack Detection [J] . Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj International Journal of Cyber Warfare and Terrorism . 2017,第3期

机译：用于大规模DDoS攻击检测的高级网络数据分析
3. A real-time network intrusion detection system for large-scale attacks based on an incremental mining approach [J] . Ming-Yang Su, Gwo-Jong Yu, Chun-Yuen Lin Computers & Security . 2009,第5期

机译：基于增量挖掘方法的大规模攻击实时网络入侵检测系统
4. Aspect-Based Attack Detection in Large-Scale Networks [C] . Martin Drasar, Jan Vykopal, Radek Krejci, International Symposium on Recent Advances in Intrusion Detection . 2010

机译：大型网络中基于谱系的攻击检测
5. Identification of Compromised Nodes in Collaborative Intrusion Detection Systems for Large Scale Networks Due to Insider Attacks [D] . Yenugunti, Chandralekha. 2020

机译：由于内幕攻击，大规模网络的协同入侵检测系统中受损的节点识别
6. Localization-Free Detection of Replica Node Attacks in Wireless Sensor Networks Using Similarity Estimation with Group Deployment Knowledge [O] . Chao Ding, Lijun Yang, Meng Wu 2017

机译：使用相似性估计和组部署知识对无线传感器网络中的副本节点攻击进行无本地化检测
7. Message dropping attacks in overlay networks: Attack detection and attacker identification [O] . Liang Xie, Sencun Zhu 2008

机译：覆盖网络中的消息丢弃攻击：攻击检测和攻击者识别
8. Distributed and Energy-Efficient Framework for Neyman-Pearson Detection of Fluctuating Signals in Large-Scale Sensor Networks. [R] . Yang, Y., Blum, R. S., Sadler, B. M. 2010

机译：Neyman-pearson检测大规模传感器网络中波动信号的分布式能量框架。

Aspect-Based Attack Detection in Large-Scale Networks

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