Najeeb Jebreel

17 papers B 4C 1Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Critical Review on the Effectiveness and Privacy Threats of Membership Inference Attacks.
CoRR
Najeeb Jebreel, David Sánchez, Josep Domingo-Ferrer
2026 J jnl
Revisiting the LiRA Membership Inference Attack Under Realistic Assumptions.
CoRR
Najeeb Jebreel, Mona Khalil, David Sánchez, Josep Domingo-Ferrer
2025 J jnl
DP2Unlearning: An Efficient and Guaranteed Unlearning Framework for LLMs.
CoRR
Tamim Al Mahmud, Najeeb Jebreel, Josep Domingo-Ferrer, David Sánchez
2025 J jnl
DP2Unlearning: An efficient and guaranteed unlearning framework for LLMs.
Neural Networks
Tamim Al Mahmud, Najeeb Jebreel, Josep Domingo-Ferrer, David Sánchez
2025 B conf
Defenses Against Membership Inference Attacks on Unlearned Data.
MDAI
Josep Domingo-Ferrer, Najeeb Jebreel, David Sánchez
2025 J jnl
Digital forgetting in large language models: a survey of unlearning methods.
Artif. Intell. Rev.
Alberto Blanco-Justicia, Najeeb Jebreel, Benet Manzanares-Salor, David Sánchez, Josep Domingo-Ferrer, Guillem Collell, Kuan Eeik Tan
2025 J jnl
Efficient Unlearning with Privacy Guarantees.
CoRR
Josep Domingo-Ferrer, Najeeb Jebreel, David Sánchez
2025 J jnl
Membership Inference Attacks Beyond Overfitting.
CoRR
Mona Khalil, Alberto Blanco-Justicia, Najeeb Jebreel, Josep Domingo-Ferrer
2024 C conf
An Examination of the Alleged Privacy Threats of Confidence-Ranked Reconstruction of Census Microdata.
PSD
David Sánchez, Najeeb Jebreel, Krishnamurty Muralidhar, Josep Domingo-Ferrer, Alberto Blanco-Justicia
2024 J jnl
Digital Forgetting in Large Language Models: A Survey of Unlearning Methods.
CoRR
Alberto Blanco-Justicia, Najeeb Jebreel, Benet Manzanares-Salor, David Sánchez, Josep Domingo-Ferrer, Guillem Collell, Kuan Eeik Tan
2023 J jnl
An Examination of the Alleged Privacy Threats of Confidence-Ranked Reconstruction of Census Microdata.
CoRR
David Sánchez, Najeeb Jebreel, Josep Domingo-Ferrer, Krishnamurty Muralidhar, Alberto Blanco-Justicia
2023 — —
Protecting Models and Data in Federated and Centralized Learning
Najeeb Jebreel
2022 J jnl
FL-Defender: Combating Targeted Attacks in Federated Learning.
CoRR
Najeeb Jebreel, 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
2020 B conf
Co-Utile Peer-to-Peer Decentralized Computing.
CCGRID
Josep Domingo-Ferrer, Alberto Blanco-Justicia, David Sánchez, Najeeb Jebreel
2020 B conf
Efficient Detection of Byzantine Attacks in Federated Learning Using Last Layer Biases.
MDAI
Najeeb Jebreel, Alberto Blanco-Justicia, David Sánchez, Josep Domingo-Ferrer