论文标题
变形攻击潜力
Morphing Attack Potential
论文作者
论文摘要
在安全系统中,从常见标准测试意义上的风险评估是一个非常相关的主题;这需要根据攻击者的专业知识,他对目标的知识和设备的访问来量化攻击潜力。与这些攻击相反,最近揭示的对面部识别系统(FRS)的变形攻击无法通过上述任何标准评估。但是,并非所有的变形技术都会为操作面部识别系统带来相同的风险。本文以变形攻击电位(MAP)的一种一致的方法介绍,可以量化某些变形攻击产生的风险。
In security systems the risk assessment in the sense of common criteria testing is a very relevant topic; this requires quantifying the attack potential in terms of the expertise of the attacker, his knowledge about the target and access to equipment. Contrary to those attacks, the recently revealed morphing attacks against Face Recognition Systems (FRSs) can not be assessed by any of the above criteria. But not all morphing techniques pose the same risk for an operational face recognition system. This paper introduces with the Morphing Attack Potential (MAP) a consistent methodology, that can quantify the risk, which a certain morphing attack creates.