An Hybrid Architecture to Enhance Attacks Detection on IT infrastructure*

机译：混合架构可增强对IT基础架构的攻击检测*

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摘要

Nowadays, IT systems are widely used to support the services offered from any infrastructure. This allows the improvement of business processes but on the other hand it exposes the infrastructure to cyber-attacks. Misuse and anomaly detection are two widely adopted approaches to discover known and unknown cyber-attacks. In this paper we provide an overview of the techniques currently adopted for misuse and anomaly detection and we discuss a conceptual architecture that exploits the advantages of both misuse and anomaly detection to improve cyber-security. Also we provide a conceptual description of an expert system that solves conflicts due to detection mismatches between misuse and anomaly detection techniques.

机译：如今，IT系统已广泛用于支持任何基础架构提供的服务。这可以改善业务流程，但另一方面，它会使基础结构遭受网络攻击。滥用和异常检测是发现已知和未知网络攻击的两种广泛采用的方法。在本文中，我们概述了当前用于滥用和异常检测的技术，并讨论了一种概念体系结构，该体系结构充分利用了滥用和异常检测的优点来提高网络安全性。我们还提供了专家系统的概念描述，该系统解决了由于滥用和异常检测技术之间的检测不匹配而引起的冲突。

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来源
《Intelligent distributed computing VIII》|2014年|437-442|共6页
会议地点 Madrid(ES)
作者
Mario Sicuranza; Giovanni Paragliola; Cesario Di Sarno; Alessia Garofalo;
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作者单位

Institute of High Performance Computing and Networking, National Research Council, ICAR-CNR, Naples, Italy;

Institute of High Performance Computing and Networking, National Research Council, ICAR-CNR, Naples, Italy;

University of Naples 'Parthenope', Department of Engineering, Naples, Italy;

University of Naples 'Parthenope', Department of Engineering, Naples, Italy;

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原文格式 PDF
正文语种 eng
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关键词
Misuse detection; Anomaly detection; Expert System;

机译：滥用检测；异常检测；专业系统;

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专利

1. Retraction notice to 'Hybrid Layered Architecture for Detection and Analysis of Network Based Zero-day Attack' [COMCOM 106 (2017) 100-106] [J] . Singh Saurabh, Sharma Pradip Kumar, Moon Seo Yeon, Computer Communications . 2019,第JANa期

机译：撤回“用于基于网络的零日攻击的检测和分析的混合分层体系结构”的通知[COMCOM 106（2017）100-106]
2. A hybrid layered architecture for detection and analysis of network based Zero-day attack [J] . Singh Saurabh, Sharma Pradip Kumar, Moon Seo Yeon, Computer Communications . 2017,第JULa1期

机译：用于检测和分析基于网络的零日攻击的混合分层体系结构
3. Mitsubishi Electric Develops Cyber-attack Detection Technology for Critical Infrastructure Systems Real-time Detection of Cyber-attacks [J] . Oil amp, Gas Eurasia group Oil & Gas Eurasia . 2017,第3期

机译：三菱电机为关键基础设施系统实时检测网络攻击网络攻击检测技术
4. Light CNN Architecture Enhancement for Different Types Spoofing Attack Detection [C] . Marina Volkova, Tseren Andzhukaev, Galina Lavrentyeva, International Conference on Speech and Computer . 2019

机译：轻型CNN架构增强功能，可用于不同类型的欺骗攻击检测
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. Machine Learning-Based IoT-Botnet Attack Detection with Sequential Architecture [O] . Yan Naung Soe, Yaokai Feng, Paulus Insap Santosa, 2020

机译：基于机器学习的IOT-Botnet攻击检测具有顺序架构
7. A novel intrusion detection system (IDS) architecture. Attack detection based on snort for multistage attack scenarios in a multi-cores environment. [O] . Pagna Disso Jules Ferdinand 2010

机译：一种新颖的入侵检测系统（IDS）架构。针对多核环境中的多阶段攻击方案，基于snort的攻击检测。

An Hybrid Architecture to Enhance Attacks Detection on IT infrastructure*

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