Najeeb Jebreel

FL-Defender: Combating targeted attacks in federated learning

Najeeb Jebreel, Josep Domingo‐Ferrer · Knowledge-Based Systems · 2022 · 96 citations

Computing, Computer Science, Cybersecurity +8

LFighter: Defending against the label-flipping attack in federated learning

Najeeb Jebreel, Josep Domingo‐Ferrer, David Sánchez et al. · Neural Networks · 2023 · 60 citations

Computing, Computer Science, Cybersecurity +7

Enhanced Security and Privacy via Fragmented Federated Learning

Najeeb Jebreel, Josep Domingo‐Ferrer, Alberto Blanco-Justicia et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 47 citations · Full text

Computing, Computer Science, Computer Systems +15

KeyNet: An Asymmetric Key-Style Framework for Watermarking Deep Learning Models

Najeeb Jebreel, Josep Domingo‐Ferrer, David Sánchez et al. · Applied Sciences · 2021 · 27 citations · Full text

Computing, Computer Science, Cryptography +12

Defending against the Label-flipping Attack in Federated Learning

Najeeb Jebreel, David Sánchez, Alberto Blanco-Justicia · arXiv (Cornell University) · 2022 · 25 citations · Full text

Computing, Computer Science, Cybersecurity +12