#FaceBased
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mariozechner.at
Oh hey, die "Rassen-Klassifikation" kommt auch wieder direkt von Revelio und basiert auf dem Namen der Person und dem Wohnort. Zusätzlich wird die "Rasse" auch per Bilderkennung klassifiziert.
A2. Race Classification For our race classification, we combine a standard name-based approach with a novel facebased approach for enhanced accuracy. Greenwald et al. (2023) demonstrate that face-based methods can often outperform name-based ones. Our name-based race classification comes directly from Revelio Labs, who predict an individual’s race/ethnicity using first name, last name, and location, with their model drawing from U.S. Census data for its predictions.1 Our face-based race classification uses VGGFace classifier, which is wrapped in the DeepFace Python package developed by Serengil and Ozpinar (2020). The two classifications can be harmonized using the racial categories Asian, Black, Hispanic, White, and Other. To develop our race classification algorithm that combines the face- and name-based approaches, we make use of the additional, self-reported race information from our MBA program admissions data. Using this data, we assess the superiority of the face- or namebased approach for different races, focusing on the subsample where the two methods assign different races. Specifically, we assign race sequentially based on the race variable with the highest ‘diagnosticity,’ i.e., the lowest false positive rate, from the set of variables not yet used in the assignment process. We assign all observations where both the face- and namebased approaches have a false positive rate of more than 50% within the subsample where the methods differ in race assignment to the category Other.
November 7, 2025 at 10:35 AM
neroqc.bsky.social
News alert: Seventh Sense unveils a revolutionary privacy solution — face-based PKI and ‘eID’
www.lastwatchdog.com/news-alert-s...
#Infosec #Security #Cybersecurity #CeptBiro #SeventhSense #PrivacySolution #FaceBased #PKI #eID
News alert: Seventh Sense unveils a revolutionary privacy solution — face-based PKI and ‘eID’ - The Last Watchdog
Singapore, Sept. 10, 2024, CyberNewsWire -- Seventh Sense, a pioneer in advanced cybersecurity solutions, announces the launch of SenseCrypt, a revolutionary new platform that sets a new standard in s...
www.lastwatchdog.com
September 11, 2024 at 1:00 PM