Huzaifa Arif

According to our database, Huzaifa Arif authored at least 3 papers between 2023 and 2025.

Collaborative distances:

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

2025

Group Fair Federated Learning via Stochastic Kernel Regularization.

Huzaifa Arif, Pin-Yu Chen, Keerthiram Murugesan, Alex Gittens

Trans. Mach. Learn. Res., 2025

PEEL the Layers and Find Yourself: Revisiting Inference-Time Data Leakage for Residual Neural Networks.

Huzaifa Arif, Keerthiram Murugesan, Payel Das, Alex Gittens, Pin-Yu Chen

Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2025

2023

Reprogrammable-FL: Improving Utility-Privacy Tradeoff in Federated Learning via Model Reprogramming.

Huzaifa Arif, Alex Gittens, Pin-Yu Chen

Proceedings of the 2023 IEEE Conference on Secure and Trustworthy Machine Learning, 2023