Vendors in the Android ecosystem typically customize their devices by modifying Android Open Source Project (AOSP) code, adding in-house developed proprietary software, and pre-installing third-party applications. However, research has documented how various security problems are associated with this customization process. We develop a model of the Android ecosystem utilizing the concepts of game theory and product differentiation to capture the competition involving two vendors customizing the AOSP platform. We show how the vendors are incentivized to differentiate their products from AOSP and from each other, and how prices are shaped through this differentiation process. We also consider two types of consumers: security-conscious consumers who understand and care about security, and na\"ive consumers who lack the ability to correctly evaluate security properties of vendor-supplied Android products or simply ignore security. It is evident that vendors shirk on security investments in the latter case. Regulators such as the U.S. Federal Trade Commission have sanctioned Android vendors for underinvestment in security, but the exact effects of these sanctions are difficult to disentangle with empirical data. Here, we model the impact of a regulator-imposed fine that incentivizes vendors to match a minimum security standard. Interestingly, we show how product prices will decrease for the same cost of customization in the presence of a fine, or a higher level of regulator-imposed minimum security.
翻译:Android生态系统的供应商通常通过修改Android Open Source项目(AOSP)代码、增加内部开发的专有软件和预先安装第三方应用程序来定制其设备。然而,研究记录了各种安全问题如何与定制过程相联系。我们开发了一个Android生态系统模型,利用游戏理论和产品差异概念来捕捉两个供应商对AOSP平台进行定制的竞争。我们展示了供应商如何激励其产品与AOSP和彼此区别,以及价格如何通过这一差异化过程形成。我们还考虑了两类消费者:了解和关心安全的安全意识消费者,以及缺乏正确评估供应商供应和机器人产品安全特性的能力或根本无视安全因素的可控消费者。很明显,在后一种情况下,供应商在安全投资方面受到质疑。美国贸易委员会等监管者认可Android供应商在安全投资不足方面受到制裁,但这些制裁的准确影响很难与实证数据相混淆。在这里,我们模拟监管者对安全价格进行最起码水平的监管者的影响,在安全标准上展示了一种高标准。