Presentation attack detection might not suffer with gender bias
Gender bias, not uncommon in facial recognition, is not necessarily a factor in detecting face biometric presentation attacks, according to…
Search Results for: gender bias
Google responds to limitations of gender labels in facial analysis by removing them to avoid bias
Google has removed gender labels from its Cloud Vision API to avoid bias or misclassification of people with its facial…
Innovatrics CEO advises careful use of synthetic data to improve biometrics, cut bias
Synthetic data can be used to improve biometric machine learning models and AI applications, says Innovatrics CEO Ján Lunter, but…
Biometric liveness detection from OCR Labs shows no bias in BixeLab testing
Facial liveness detection technology from OCR Labs Global has been shown to have a 0 percent difference in demographic performance,…
Sound method for measuring biometric bias important, tricky, and in progress
Important work on measuring biometric bias is waiting, once methods for how to measure it are worked out, says Stephanie…
Better measurement needed to asses recent advances in biometric bias mitigation
New research considers how to measure differences in false rejection rates (FRR) from biometric systems for various demographic groups, examining…
Imageware joins DHS 2022 Rally to demonstrate accuracy, bias mitigation of biometric fusion
Imageware is joining the 2022 DHS Science and Technology (S&T) Biometric Technology Rally to demonstrate the effectiveness of its biometric…
American researchers probe where biometric bias comes in and how to measure it
A pair of papers on why biometric systems are so often found to be less effective with some demographic groups…
Mitigating demographic bias in facial presentation attack detection
Bias in AI-powered biometric algorithms can lead to unfair treatment of individuals in certain demographic groups based on their gender,…
Independent test by BixeLab shows ID R&D liveness detection mitigates demographic bias
An independent evaluation of demographic bias in ID R&D’s biometric facial liveness detection product has been performed by BixeLab, and…
