基于攻击表现的以防御为中心的分类法

Kevin S. Killourhy, R. Maxion, K. Tan
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引用次数: 84

摘要

已经提出了许多攻击分类,通常以分类法的形式。这些分类法的一个共同基础是从攻击者的角度来构建的——它们根据攻击者的目标来组织攻击,例如将特权从用户提升到root(来自众所周知的Lincoln分类法)。基于攻击者目标的分类法是以攻击为中心的;那些基于防守球员的进球是以防守为中心的。防御者需要一种方法来确定他们的检测器是否会检测到给定的攻击。有人建议,以防御为中心的分类法比以攻击为中心的分类法更适合这个角色。本文提出了一种新的、以防御为中心的攻击分类法,该分类法基于攻击在被监控的传感器数据中表现为异常的方式。从25种攻击中提取独特的表现形式来组织分类,并通过暴露于入侵检测系统进行验证,确认攻击检测能力。将该分类法的预测效用与已知的以攻击为中心的分类法进行了比较。以防御为中心的分类法可以更有效地预测检测器检测特定攻击的能力,从而告知防御者给定的检测器能够抵御整个攻击类别。
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A defense-centric taxonomy based on attack manifestations
Many classifications of attacks have been tendered, often in taxonomic form, A common basis of these taxonomies is that they have been framed from the perspective of an attacker - they organize attacks with respect to the attacker's goals, such as privilege elevation from user to root (from the well known Lincoln taxonomy). Taxonomies based on attacker goals are attack-centric; those based on defender goals are defense-centric. Defenders need a way of determining whether or not their detectors will detect a given attack. It is suggested that a defense-centric taxonomy would suit this role more effectively than an attack-centric taxonomy. This paper presents a new, defense-centric attack taxonomy, based on the way that attacks manifest as anomalies in monitored sensor data. Unique manifestations, drawn from 25 attacks, were used to organize the taxonomy, which was validated through exposure to an intrusion-detection system, confirming attack detect ability. The taxonomy's predictive utility was compared against that of a well-known extant attack-centric taxonomy. The defense-centric taxonomy is shown to be a more effective predictor of a detector's ability to detect specific attacks, hence informing a defender that a given detector is competent against an entire class of attacks.
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