10 citations · 19 across the 6 of their papers we have counts for
6 papers
The Impact of Generalization Techniques on the Interplay Among Privacy, Utility, and Fairness in Image Classification
Ahmad Hassanpour, Amir Zarei, Khawla Mallat +2
This study investigates the trade-offs between fairness, privacy, and utility in image classification using machine learning (ML). Recent research suggests that generalization tech…
An Empirical Analysis of Fairness Notions under Differential Privacy
Anderson Santana de Oliveira, Caelin Kaplan, Khawla Mallat +1
Recent works have shown that selecting an optimal model architecture suited to the differential privacy setting is necessary to achieve the best possible utility for a given privac…
Generalizing Adversarial Explanations with Grad-CAM
Tanmay Chakraborty, Utkarsh Trehan, Khawla Mallat +1
Gradient-weighted Class Activation Mapping (Grad- CAM), is an example-based explanation method that provides a gradient activation heat map as an explanation for Convolution Neural…
Does Melania Trump have a body double from the perspective of automatic face recognition?
Khawla Mallat, Fabiola Becerra-Riera, Annette Morales-González +2
In this paper, we explore whether automatic face recognition can help in verifying widespread misinformation on social media, particularly conspiracy theories that are based on the…
Multi-spectral Facial Landmark Detection
Jin Keong, Xingbo Dong, Zhe Jin +2
Thermal face image analysis is favorable for certain circumstances. For example, illumination-sensitive applications, like nighttime surveillance; and privacy-preserving demanded a…
Cascaded Generation of High-quality Color Visible Face Images from Thermal Captures
Naser Damer, Fadi Boutros, Khawla Mallat +3
Generating visible-like face images from thermal images is essential to perform manual and automatic cross-spectrum face recognition. We successfully propose a solution based on ca…