Syed Irfan Ali Meerza

According to our database, Syed Irfan Ali Meerza authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

EAB-FL: Exacerbating Algorithmic Bias through Model Poisoning Attacks in Federated Learning.

Syed Irfan Ali Meerza, Jian Liu

CoRR, 2024

GLOCALFAIR: Jointly Improving Global and Local Group Fairness in Federated Learning.

Syed Irfan Ali Meerza, Luyang Liu, Jiaxin Zhang, Jian Liu

CoRR, 2024

ConFUSE: Confusion-based Federated Unlearning with Salience Exploration.

Syed Irfan Ali Meerza, Amir Sadovnik, Jian Liu

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2024

EAB-FL: Exacerbating Algorithmic Bias through Model Poisoning Attacks in Federated Learning.

Syed Irfan Ali Meerza, Jian Liu

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

RecUP-FL: Reconciling Utility and Privacy in Federated learning via User-configurable Privacy Defense.

Yue Cui, Syed Irfan Ali Meerza, Zhuohang Li, Luyang Liu, Jiaxin Zhang, Jian Liu

Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023

2022

Fair and Privacy-Preserving Alzheimer's Disease Diagnosis Based on Spontaneous Speech Analysis via Federated Learning.

Syed Irfan Ali Meerza, Zhuohang Li, Luyang Liu, Jiaxin Zhang, Jian Liu

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Precise Warfarin Management through Personalized Modeling and Control with Limited Clinical Data.

Syed Irfan Ali Meerza, Affan Affan, Hossein Mirinejad, Michael E. Brier, Jacek M. Zurada, Tamer Inanc

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021