Fair Detection of Poisoning Attacks in Federated Learning. - Ashneet Khandpur Singh; Alberto Blanco-Justicia; Josep Domingo-Ferrer; David Sánchez 001; David Rebollo-Monedero (ICTAI, 2020)

Detecting Bad Answers in Survey Data Through Unsupervised Machine Learning. - Najeeb Moharram Jebreel; Rami Haffar; Ashneet Khandpur Singh; David Sánchez 001; Josep Domingo-Ferrer; Alberto Blanco-Justicia (PSD, 2020)

Measuring Fairness in Machine Learning Models via Counterfactual Examples. - Rami Haffar; Ashneet Khandpur Singh; Josep Domingo-Ferrer; Najeeb Jebreel (MDAI, 2022)

Fairness and Robustness in Machine Learning - Ashneet Khandpur Singh (2023)

Fair detection of poisoning attacks in federated learning on non-i.i.d. data. - Ashneet Khandpur Singh; Alberto Blanco-Justicia; Josep Domingo-Ferrer (Data Min. Knowl. Discov., 2023)

Lightweight Machine Learning for Edge Learning in Kubernetes Clusters. - Paula Cecilia Fritzsche; Aleix Vila Cano; Guillermo Raya Garcia; Ashneet Khandpur Singh; Mario Reyes de los Mozos (UCC, 2024)