Smart Speakers and the Cost of Privacy

Category Technology

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Research from Washington University in St. Louis uncovered that Amazon uses smart speaker interaction data to infer user interests and then uses those interests to target personalized ads to the user, which they weren't upfront about prior to the research. This has led to Amazon updating the Alexa Privacy Hub and Alexa Device FAQs to clearly disclose that Alexa Echo interaction data is used for ad targeting. The research team's work and findings has also been of interest to various consumer protection government agencies.


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Smart speakers offer amazing convenience—from playing your favorite tunes to re-ordering toilet paper—with only a simple voice command. But that convenience can come with a steep cost in privacy that many consumers aren't even aware they're paying. We've all had the uncanny experience of searching for something on the internet and then suddenly ads for that very thing are popping up everywhere we look online .

The team's research offers visibility into the data that smart speakers collect, how it is shared with other parties and how it is used by such parties,

It's no coincidence, said Umar Iqbal, an assistant professor of computer science and engineering at the McKelvey School of Engineering at Washington University in St. Louis. "My collaborators and I uncovered that Amazon uses smart speaker interaction data to infer user interests and then uses those interests to target personalized ads to the user," Iqbal said. "That's something that Amazon was not upfront about before our research .

41 advertisers sync or share their cookies with Amazon which are then further synced with 247 third-parties

" The team presented its work Oct. 26 at the ACM Internet Measurement Conference in Montreal, where they received the best paper award. They aim to provide visibility into what information is captured by smart speakers, how it is shared with other parties and how it is used by such parties, allowing consumers to better understand the privacy risks of these devices and the impact of data sharing on people's online experiences .

Amazon updated the Alexa Privacy Hub and Alexa Device FAQs to include that Alexa Echo interaction data is used for ad targeting

To crack open the black box around smart devices and the data they capture, the research team built an auditing framework to measure the collection, usage and sharing of Amazon Echo interaction data. First, they created several personas with interests in specific categories and one control persona. Each persona interacted with a different Echo device, then the researchers measured data collection by intercepting network traffic and inferred data usage by observing ads targeted to each persona on the web and on Echo devices .

The research team's work was presented at the ACM Internet Measurement Conference on October 26, 2023 and received the best paper award

The team reported that as many as 41 advertisers sync or share their cookies—which are typically linked to personal information—with Amazon, and then those advertisers further sync their cookies with 247 other third parties, including advertising services. They also found that Amazon did not clearly disclose that users' smart speaker interactions are used for profiling them for the purposes of ad targeting .

Their framework was used to measure the data collection, usage and sharing of Amazon Echo interaction data

Specifically, Amazon's general privacy policy and Alexa-specific privacy disclosures did not mention that smart speaker interactions are used for ad targeting. However, after their work's preprint was released and Amazon was made aware, Amazon updated the Alexa Privacy Hub and Alexa Device FAQs to include that Alexa Echo interaction data is used for ad targeting. "Unfortunately, surveillance is the business model of the internet," Iqbal said .

Amazon's general privacy policy and Alexa-specific privacy disclosures did not mention the use of smart speaker interaction data for ad targeting

"The issues we identified in our study seem to be part of the design of the smart speaker ecosystem, and the purpose of our study is to bring public transparency. In fact, after our work's preprint was released, Amazon updated its disclosure to include that it uses smart speaker interaction data for ad targeting. Consumer protection government agencies, such as the Federal Trade Commission (FTC) in the U .

S. and the European Consumer Organization in the E.U., have also shown significant in interests in our study. We hope our study will provide useful insights to them as they protect consumer interests." .


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