To measure each gesture’s level of security, the researchers imported a concept from Information Theory called “differential entropy.” This metric quantified the “information content,” or “surprisingness,” of a gesture. Generally, the most secure gestures were the most complex. Some of these looked like brambles, tumbleweeds or multi-faceted jewels.
为了准确衡量每种手势的安全性,研究人员引入了信息论中的“微分熵”概念。这个概念能量化手势的“信息内容”或者说“多样性”。一般来说,越复杂的手势越安全,它们有些看着像荆棘、风滚草等植物,还有些看起来像是有很多面的珠宝。
On average the most memorable gestures were shorter and simpler than those best for security. Some of the most memorable ones included simple angular shapes, like triangles, and signatures.
通常,与最安全的手势相比,那些最容易记住的手势一般比较简洁,其中包括简单的图案造型,例如三角形和签名等。
The least-secure gestures consisted of gentle, looping circles.
而最不安全的手势则要数单调循环的圆圈。
Another measure of security involved a “shoulder surfing” test. Six student volunteers independently watched videos of another student performing three representative gestures. These “attackers” were then asked to replicate each gesture.
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