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Content type: Examples
After governments in many parts of the world began mandating wearing masks when out in public, researchers in China and the US published datasets of images of masked faces scraped from social media sites to use as training data for AI facial recognition models. Researchers from the startup Workaround, who published the COVID19 Mask image Dataset to Github in April 2020 claimed the images were not private because they were posted on Instagram and therefore permission from the posters was not…
Content type: Long Read
Over the last two decades we have seen an array of digital technologies being deployed in the context of border controls and immigration enforcement, with surveillance practices and data-driven immigration policies routinely leading to discriminatory treatment of people and undermining peoples’ dignity.
And yet this is happening with little public scrutiny, often in a regulatory or legal void and without understanding and consideration to the impact on migrant communities at the border and…
Content type: Examples
The US Department of Homeland Security awarded a $113 million contract to General Dynamics to carry out the Visa Lifecycle Vetting Initiative (VLVI), a renamed version of the Extreme Vetting Initiative and part of a larger effort called the National Vetting Enterprise. In May 2018, public outrage led the DHS to back away from a machine learning system that would monitor immigrants continuously; however, the reason it gave was that the technology to automate vetting did not yet exist. These…
Content type: Examples
In October 2018, the Singapore-based startup LenddoEFL was one of a group of microfinance startups aimed at the developing world that used non-traditional types of data such as behavioural traits and smartphone habits for credit scoring. Lenddo's algorithm uses numerous data points, including the number of words a person uses in email subject lines, the percentage of photos in a smartphone's library that were taken with a front-facing camera, and whether they regularly use financial apps on…
Content type: Examples
In 2017, US Immigration & Customs Enforcement (ICE) announced that it would seek to use artificial intelligence to automatically evaluate the probability of a prospective immigrant “becoming a positively contributing member of society.” In a letter to acting Department of Homeland Security Secretary Elaine Duke, a group of 54 concerned computer scientists, engineers, mathematicians, and researchers objected to ICE’s proposal and demanded that ICE abandon this approach because it would be…