Browsing NTNU Open by Author "Veldhuis, Raymond Nicolaas Johan"
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Fast and Accurate Likelihood Ratio-Based Biometric Verification Secure Against Malicious Adversaries
Bassit, Amina; Hahn, Florian; Peeters, Joep; Kevenaar, Tom; Veldhuis, Raymond Nicolaas Johan; Peter, Andreas (Peer reviewed; Journal article, 2021)Biometric verification has been widely deployed in current authentication solutions as it proves the physical presence of individuals. Several solutions have been developed to protect the sensitive biometric data in such ... -
Hybrid biometric template protection: Resolving the agony of choice between bloom filters and homomorphic encryption
Bassit, Amina; Hahn, Florian; Veldhuis, Raymond Nicolaas Johan; Peter, Andreas (Peer reviewed; Journal article, 2022)Bloom filters (BFs) and homomorphic encryption (HE) are prominent techniques used to design biometric template protection (BTP) schemes that aim to protect sensitive biometric information during storage and biometric ... -
Hybrid biometric template protection: Resolving the agony of choice between bloom filters and homomorphic encryption
Bassit, Amina; Hahn, Florian; Veldhuis, Raymond Nicolaas Johan; Peter, Andreas (Peer reviewed; Journal article, 2022)Bloom filters (BFs) and homomorphic encryption (HE) are prominent techniques used to design biometric template protection (BTP) schemes that aim to protect sensitive biometric information during storage and biometric ... -
On the Relation Between ROC and CMC
Veldhuis, Raymond Nicolaas Johan; Raja, Kiran (Journal article; Peer reviewed, 2023)We formulate a compact relation between the probabilistic Receiver Operating Characteristic (ROC) and the probabilistic Cumulative Match Characteristic (CMC) that predicts every entry of the probabilistic CMC as a functional ... -
A response to the European Data Protection Supervisor ‘Misunderstandings in Biometrics’ by the European Association for Biometrics
Busch, Christoph; Czajka, Adam; Deravi, Farzin; Drozdowski, Pawel; Gomez‐Barrero, Marta; Hasse, Georg; Henniger, Olaf; Kindt, Els; Kolberg, Jascha; Nouak, Alexander; Raja, Kiran; Ramachandra, Raghavendra; Rathgeb, Christian; Salomon, Jean; Veldhuis, Raymond Nicolaas Johan (Peer reviewed; Journal article, 2021)The intention of this position paper is to comment on the joint European Data Protection Supervisor (EDPS)-Agencia Española de Protección de Datos (aepd) publication ‘14 Misunderstandings with regard to Biometric Identification ... -
Transferability analysis of adversarial attacks on gender classification to face recognition: Fixed and variable attack perturbation
Rezgui, Zohra; Bassit, Amina; Veldhuis, Raymond Nicolaas Johan (Journal article; Peer reviewed, 2022) -
Transferability analysis of adversarial attacks on gender classification to face recognition: Fixed and variable attack perturbation
Rezgui, Zohra; Bassit, Amina; Veldhuis, Raymond Nicolaas Johan (Peer reviewed; Journal article, 2022)Most deep learning-based image classification models are vulnerable to adversarial attacks that introduce imperceptible changes to the input images for the purpose of model misclassification. It has been demonstrated that ... -
The U-Net Family for Epicardial Adipose Tissue Segmentation and Quantification in Low-Dose CT
Liu, Lu; Ma, Runlei; van Ooijen, Peter M. A.; Oudkerk, Matthijs; Vliegenthart, Rozemarijn; Veldhuis, Raymond Nicolaas Johan; Brune, Christoph (Peer reviewed; Journal article, 2023)Epicardial adipose tissue (EAT) is located between the visceral pericardium and myocardium, and EAT volume is correlated with cardiovascular risk. Nowadays, many deep learning-based automated EAT segmentation and quantification ...