57 citations · 86 across the 7 of their papers we have counts for
3 papers · 2 filters
Damnatio Memoriae: Adversarially and Selectively Forgetting Identities in the Embedding Space of Face Recognition Models
Ünsal Öztürk, Vedrana Krivokuća Hahn, Sushil Bhattacharjee +1
A face recognition model links two images of a person recorded on separate occasions when their embedding similarity exceeds an operating threshold. We consider making chosen ident…
A Deeper Dive into the Irreversibility of PolyProtect: Making Protected Face Templates Harder to Invert
Vedrana Krivokuća Hahn, Jérémy Maceiras, Sébastien Marcel
This work presents a deeper analysis of the "irreversibility" property of PolyProtect, a biometric template protection method initially proposed for securing face embeddings. PolyP…
Variational Latent Entropy Estimation Disentanglement: Controlled Attribute Leakage for Face Recognition
Ünsal Öztürk, Vedrana Krivokuća Hahn, Sushil Bhattacharjee +1
Face recognition embeddings encode identity, but they also encode other factors such as gender and ethnicity. Depending on how these factors are used by a downstream system, separa…