云环境下大数据与网络攻击分析的融合方法

Chavva balannagari Manjunath Reddy, U. Reddy, E. Brumancia, R. Gomathi, K. Indira
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引用次数: 2

摘要

最近,由于大数据的爆炸式发展,从网络生活中挖掘信息受到了更多的关注。在安全领域,大数据管理着各种各样的海量高级数据,用于调查、设想,并为数字攻击的预期和预测提取知识。大数据分析(BDA)是专家们用来描述处理、照顾和收集大量数据以供未来评估的艺术的术语。数据正在以令人不安的速度生成。互联网、物联网(IoT)和其他创造性进步的快速发展是这一进步背后的规则责任聚集。这些数据是对地球的一个印象,它是由这些线路传递出来的,可以使用从结构中获得的数据来理解该系统的内部运动。这已成为网络安全的重要组成部分,其目标是确保资源安全。此外,信息估计的发展使大信息成为一个高价值的目标。目前,调查正在进行的与大信息相关的网络安全探索工作,并介绍如何保护大信息以及如何将大信息同样用作网络安全的工具。同时,实现了基于大数据的集中日志调查框架,以区分攻击者通过DDOS、SQL Injection和Bruce Force攻击所产生的系统流量。日志记录自然传输到汇集的云服务器,在调查过程中开始大信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integrative Approach Of Big Data And Network Attacks Analysis In Cloud Environment
Lately mining of information from online life is pulling in more consideration because of the blast in the development of Big Data. In security, Big Data manages an assortment of immense advanced data for investigating, envisioning and to draw the bits of knowledge for the expectation and anticipation of digital assaults. Big Data Analytics (BDA) is the term composed by experts to portray the art of dealing with, taking care of and gathering a great deal of data for future evaluation. Data is being made at an upsetting rate. The quick improvement of the Internet, Internet of Things (IoT) and other creative advances are the rule liable gatherings behind this proceeded with advancement. The data made is an impression of the earth, it is conveyed out of, along these lines can use the data got away from structures to understand the internal exercises of that system. This has become a significant element in cyber security where the objective is to secure resources. Moreover, the developing estimation of information has made large information a high worth objective. Right now, investigate ongoing exploration works in cyber security comparable to huge information and feature how Big information is secured and how huge information can likewise be utilized as a device for cyber security. Simultaneously, a Big Data based concentrated log investigation framework is actualized to distinguish the system traffic happened with assailants through DDOS, SQL Injection and Bruce Force assault. The log record is naturally transmitted to the brought together cloud server and big information is started in the investigation process.
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