Rami Haffar

12 papers B 3C 1Journal 5Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Explainability-Driven Incremental Image Anonymization.
Trans. Data Priv.
Rami Haffar, David Sánchez, Younas Khan, Josep Domingo-Ferrer
2025 J jnl
Multi-Task Faces (MTF) Data Set: A Legally and Ethically Compliant Collection of Face Images for Various Classification Tasks.
IEEE Access
Rami Haffar, David Sánchez, Josep Domingo-Ferrer
2024 — —
Contributions to Explainability and Attack Detection in Deep Learning
Rami Haffar
2024 — conf
GLOR-FLEX: Local to Global Rule-Based EXplanations for Federated Learning.
FUZZ
Rami Haffar, Francesca Naretto, David Sánchez, Anna Monreale, Josep Domingo-Ferrer
2023 J jnl
Explaining predictions and attacks in federated learning via random forests.
Appl. Intell.
Rami Haffar, David Sánchez, Josep Domingo-Ferrer
2023 J jnl
Multi-Task Faces (MTF) Data Set: A Legally and Ethically Compliant Collection of Face Images for Various Classification Tasks.
CoRR
Rami Haffar, David Sánchez, Josep Domingo-Ferrer
2022 J jnl
Generating Deep Learning Model-Specific Explanations at the End User's Side.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Rami Haffar, Najeeb Jebreel, David Sánchez, Josep Domingo-Ferrer
2022 B conf
Measuring Fairness in Machine Learning Models via Counterfactual Examples.
MDAI
Rami Haffar, Ashneet Khandpur Singh, Josep Domingo-Ferrer, Najeeb Jebreel
2021 B conf
Explaining Image Misclassification in Deep Learning via Adversarial Examples.
MDAI
Rami Haffar, Najeeb Moharram Jebreel, Josep Domingo-Ferrer, David Sánchez
2020 C conf
Detecting Bad Answers in Survey Data Through Unsupervised Machine Learning.
PSD
Najeeb Moharram Jebreel, Rami Haffar, Ashneet Khandpur Singh, David Sánchez, Josep Domingo-Ferrer, Alberto Blanco-Justicia
2020 B conf
Explaining Misclassification and Attacks in Deep Learning via Random Forests.
MDAI
Rami Haffar, Josep Domingo-Ferrer, David Sánchez
2019 — conf
Mass Detection in Mammograms Using a Robust Deep Learning Model.
CCIA
Vivek Kumar Singh, Mohamed Abdel-Nasser, Hatem A. Rashwan, Farhan Akram, Rami Haffar, Nidhi Pandey, Md. Mostafa Kamal Sarker, Sebastian Kohan, Josep Guma, Santiago Romaní, Domenec Puig