Big Data: Big Promises for Information Security

R. Alguliyev, Y. Imamverdiyev
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引用次数: 43

Abstract

Big Data is related to technologies for collecting, processing, analyzing and extracting useful knowledge from very large volumes of structured and unstructured data generated by different sources at high speed. Big Data creates critical information security and privacy problems, at the same time Big Data analytics promises significant opportunities for prevention and detection of advanced cyber-attacks using correlated internal and external security data. We must address several challenges to realize true potential of Big Data for information security. The paper analyzes Big Data applications for information security problems, and defines research directions on Big Data analytics for security intelligence.
大数据:信息安全的大承诺
大数据是一种从不同来源产生的大量结构化和非结构化数据中高速收集、处理、分析和提取有用知识的技术。大数据带来了关键的信息安全和隐私问题,同时,大数据分析为利用相关的内部和外部安全数据预防和检测高级网络攻击提供了重要机会。要充分发挥大数据在信息安全方面的潜力,我们必须应对一些挑战。分析了大数据在信息安全问题中的应用,明确了大数据分析在安全智能领域的研究方向。
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