197 citations · 299 across the 47 of their papers we have counts for
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cs.CV2021
Fairness Properties of Face Recognition and Obfuscation Systems
Harrison Rosenberg, Brian Tang, Kassem Fawaz +1
The proliferation of automated face recognition in the commercial and government sectors has caused significant privacy concerns for individuals. One approach to address these priv…
cs.LG2021★ 2 cited
Rethinking Image-Scaling Attacks: The Interplay Between Vulnerabilities in Machine Learning Systems
Yue Gao, Ilia Shumailov, Kassem Fawaz
As real-world images come in varying sizes, the machine learning model is part of a larger system that includes an upstream image scaling algorithm. In this paper, we investigate t…