核心启示:网络空间流量分析

Kenneth Geers
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引用次数: 3

摘要

信息安全学科投入了大量资源来开发和保护编码和加密互联网通信的一组核心协议。然而,自从人类冲突开始以来,简单的流量分析(TA)已经被用来绕过无数的安全方案。TA利用元数据和难以隐藏的网络流数据,这些数据与信息的来源、目的地、大小、频率和方向有关,窃听者通常可以从中推断出全面的情报分析。TA在硬科学和软科学领域都很有效,在经济、政治、情报和军事领域都有优势。今天,现代信息技术,包括计算机的普及和网络空间的互联性,使计算机科学成为一门全球性和普遍可及的学科。此外,由于隐私问题,它也是一个全球关注的问题。数字元数据、可负担得起的计算机存储和自动化信息处理现在记录和分析几乎所有的人类活动,而且审查日益严格。企业、执法部门和情报机构可以随时访问战略数据集,从中深入到战术层面。本文讨论了数据分析的本质及其在互联网时代的演变,并展示了基于大型网络安全数据集的高级分析的力量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Core illumination: Traffic analysis in cyberspace
The information security discipline devotes immense resources to developing and protecting a core set of protocols that encode and encrypt Internet communications. However, since the dawn of human conflict, simple traffic analysis (TA) has been used to circumvent innumerable security schemes. TA leverages metadata and hard-to-conceal network flow data related to the source, destination, size, frequency, and direction of information, from which eavesdroppers can often deduce a comprehensive intelligence analysis. TA is effective in both the hard and soft sciences, and provides an edge in economic, political, intelligence and military affairs. Today, modern information technology, including the ubiquity of computers, and the interconnected nature of cyberspace, has made TA a global and universally accessible discipline. Further, due to privacy issues, it is also a global concern. Digital metadata, affordable computer storage, and automated information processing now record and analyse nearly all human activities, and the scrutiny is growing more acute by the day. Corporate, law enforcement, and intelligence agencies have access to strategic datasets from which they can drill down to the tactical level at any moment. This paper discusses the nature of TA, how it has evolved in the Internet era, and demonstrates the power of high-level analysis based on a large cybersecurity dataset.
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