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Collaborative Security: A Survey and Taxonomy

机译：协作安全：调查和分类

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摘要

Security is oftentimes centrally managed. An alternative trend of using collaboration in order to improve security has gained momentum over the past few years. Collaborative security is an abstract concept that applies to a wide variety of systems and has been used to solve security issues inherent in distributed environments. Thus far, collaboration has been used in many domains such as intrusion detection, spam filtering, botnet resistance, and vulnerability detection. In this survey, we focus on different mechanisms of collaboration and defense in collaborative security. We systematically investigate numerous use cases of collaborative security by covering six types of security systems. Aspects of these systems are thoroughly studied, including their technologies, standards, frameworks, strengths and weaknesses. We then present a comprehensive study with respect to their analysis target, timeliness of analysis, architecture, network infrastructure, initiative, shared information and interoperability. We highlight five important topics in collaborative security, and identify challenges and possible directions for future research. Our work contributes the following to the existing research on collaborative security with the goal of helping to make collaborative security systems more resilient and efficient. This study (1) clarifies the scope of collaborative security, (2) identifies the essential components of collaborative security, (3) analyzes the multiple mechanisms of collaborative security, and (4) identifies challenges in the design of collaborative security.
机译：安全通常是集中管理的。在过去的几年中，使用协作来提高安全性的另一种趋势已得到发展。协作安全性是一个抽象概念，适用于多种系统，并已用于解决分布式环境中固有的安全性问题。到目前为止，协作已在许多领域中使用，例如入侵检测，垃圾邮件过滤，僵尸网络防御和漏洞检测。在本次调查中，我们重点研究协作安全中的协作和防御机制。通过涵盖六种类型的安全系统，我们系统地研究了众多协作安全用例。对这些系统的各个方面进行了全面研究，包括其技术，标准，框架，优缺点。然后，我们对它们的分析目标，分析的及时性，体系结构，网络基础结构，主动性，共享信息和互操作性进行全面的研究。我们重点介绍了协作安全中的五个重要主题，并确定了挑战和未来研究的可能方向。我们的工作为现有的协作安全研究做出了以下贡献，目的是帮助使协作安全系统更具弹性和效率。这项研究（1）阐明了协作安全性的范围，（2）确定了协作安全性的基本组成部分，（3）分析了协作安全性的多种机制，并且（4）确定了协作安全性设计中的挑战。

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