Advancements in semiconductor technology have reduced dimensions and cost while improving the performance and capacity of chipsets. In addition, advancement in the AI frameworks and libraries brings possibilities to accommodate more AI at the resource-constrained edge of consumer IoT devices. Sensors are nowadays an integral part of our environment which provide continuous data streams to build intelligent applications. An example could be a smart home scenario with multiple interconnected devices. In such smart environments, for convenience and quick access to web-based service and personal information such as calendars, notes, emails, reminders, banking, etc, users link third-party skills or skills from the Amazon store to their smart speakers. Also, in current smart home scenarios, several smart home products such as smart security cameras, video doorbells, smart plugs, smart carbon monoxide monitors, and smart door locks, etc. are interlinked to a modern smart speaker via means of custom skill addition. Since smart speakers are linked to such services and devices via the smart speaker user's account. They can be used by anyone with physical access to the smart speaker via voice commands. If done so, the data privacy, home security and other aspects of the user get compromised. Recently launched, Tensor Cam's AI Camera, Toshiba's Symbio, Facebook's Portal are camera-enabled smart speakers with AI functionalities. Although they are camera-enabled, yet they do not have an authentication scheme in addition to calling out the wake-word. This paper provides an overview of cybersecurity risks faced by smart speaker users due to lack of authentication scheme and discusses the development of a state-of-the-art camera-enabled, microphone array-based modern Alexa smart speaker prototype to address these risks.
翻译:半导体技术的进步降低了尺寸和成本,同时提高了芯片的性能和能力。此外,AI框架和图书馆的进步也带来了在消费IoT设备的资源限制边缘容纳更多的AI的可能性。 传感器现在是我们环境的一个组成部分,提供持续的数据流,以建立智能应用程序。 一个例子可以是具有多种互联设备的智能家用情景。 在这种智能环境中,为了方便和快速获取基于网络的服务和个人信息,如日历、笔记、电子邮件、提醒、银行等,用户将亚马逊商店的第三方技能或技能与其智能演讲者联系起来。 此外,在目前智能的家用情景中,一些智能的家庭产品,如智能安全相机、视频门铃、智能插座、智能碳氧化显示器和智能门锁等,通过定制技能添加手段,与现代智能演讲者连接。 由于智能演讲者通过智能演讲者用户的账户与这类服务和设备连接。 智能演讲者可以通过语音指令将第三方的技能或技能与智能演讲者连接在一起。 如果这样做,数据隐私、家庭安全和智能家庭内部产品, 智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能,, 。,,,,,,,,,,,,,, 智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能智能