research
∙
09/15/2023
Toward responsible face datasets: modeling the distribution of a disentangled latent space for sampling face images from demographic groups
Recently, it has been exposed that some modern facial recognition system...
share
research
∙
06/29/2023
Residual Feature Pyramid Network for Enhancement of Vascular Patterns
The accuracy of finger vein recognition systems gets degraded due to low...
research
∙
06/19/2023
Fairness Index Measures to Evaluate Bias in Biometric Recognition
The demographic disparity of biometric systems has led to serious concer...
research
∙
06/09/2023
The Age of Synthetic Realities: Challenges and Opportunities
Synthetic realities are digital creations or augmentations that are cont...
research
∙
02/26/2023
Benchmarking of Cancelable Biometrics for Deep Templates
In this paper, we benchmark several cancelable biometrics (CB) schemes o...
research
∙
09/01/2022
On the detection of morphing attacks generated by GANs
Recent works have demonstrated the feasibility of GAN-based morphing att...
research
∙
08/22/2022
An anomaly detection approach for backdoored neural networks: face recognition as a case study
Backdoor attacks allow an attacker to embed functionality jeopardizing p...
research
∙
08/08/2022
Eight Years of Face Recognition Research: Reproducibility, Achievements and Open Issues
Automatic face recognition is a research area with high popularity. Many...
research
∙
05/05/2022
Are GAN-based Morphs Threatening Face Recognition?
Morphing attacks are a threat to biometric systems where the biometric r...
research
∙
04/23/2022
MLP-Hash: Protecting Face Templates via Hashing of Randomized Multi-Layer Perceptron
Applications of face recognition systems for authentication purposes are...
research
∙
10/11/2021
Biometric Template Protection for Neural-Network-based Face Recognition Systems: A Survey of Methods and Evaluation Techniques
This paper presents a survey of biometric template protection (BTP) meth...
research
∙
10/01/2021
Towards Protecting Face Embeddings in Mobile Face Verification Scenarios
This paper proposes PolyProtect, a method for protecting the sensitive f...
research
∙
09/08/2021
Master Face Attacks on Face Recognition Systems
Face authentication is now widely used, especially on mobile devices, ra...
research
∙
06/08/2021
On the use of automatically generated synthetic image datasets for benchmarking face recognition
The availability of large-scale face datasets has been key in the progre...
research
∙
12/09/2020
Vulnerability Analysis of Face Morphing Attacks from Landmarks and Generative Adversarial Networks
Morphing attacks is a threat to biometric systems where the biometric re...
research
∙
11/04/2020
Fairness in Biometrics: a figure of merit to assess biometric verification systems
Machine learning-based (ML) systems are being largely deployed since the...
research
∙
09/07/2020
Deepfake detection: humans vs. machines
Deepfake videos, where a person's face is automatically swapped with a f...
research
∙
09/01/2020
Iris Liveness Detection Competition (LivDet-Iris) – The 2020 Edition
Launched in 2013, LivDet-Iris is an international competition series ope...
research
∙
06/30/2020
Can Your Face Detector Do Anti-spoofing? Face Presentation Attack Detection with a Multi-Channel Face Detector
In a typical face recognition pipeline, the task of the face detector is...
research
∙
06/15/2020
Generating Master Faces for Use in Performing Wolf Attacks on Face Recognition Systems
Due to its convenience, biometric authentication, especial face authenti...
research
∙
06/12/2020
Multispectral Biometrics System Framework: Application to Presentation Attack Detection
In this work, we present a general framework for building a biometrics s...
research
∙
12/05/2019
Smartphone Multi-modal Biometric Authentication: Database and Evaluation
Biometric-based verification is widely employed on the smartphones for v...
research
∙
11/06/2019
The Speed Submission to DIHARD II: Contributions Lessons Learned
This paper describes the speaker diarization systems developed for the S...
research
∙
10/03/2019
Vulnerability of Face Recognition to Deep Morphing
It is increasingly easy to automatically swap faces in images and video ...
research
∙
09/19/2019
Biometric Face Presentation Attack Detection with Multi-Channel Convolutional Neural Network
Face recognition is a mainstream biometric authentication method. Howeve...
research
∙
07/09/2019
Domain Adaptation in Multi-Channel Autoencoder based Features for Robust Face Anti-Spoofing
While the performance of face recognition systems has improved significa...
research
∙
07/09/2019
Deep Pixel-wise Binary Supervision for Face Presentation Attack Detection
Face recognition has evolved as a prominent biometric authentication mod...
research
∙
05/13/2019
Enhancing Trust in eAssessment - the TeSLA System Solution
Trust in eAssessment is an important factor for improving the quality of...
research
∙
12/20/2018
DeepFakes: a New Threat to Face Recognition? Assessment and Detection
It is becoming increasingly easy to automatically replace a face of one ...
research
∙
09/04/2017
