Huzaifa Arif

According to our database, Huzaifa Arif authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

2025

Forecasting Fails: Unveiling Evasion Attacks in Weather Prediction Models.

Huzaifa Arif, Pin-Yu Chen, Alex Gittens, James Diffenderfer, Bhavya Kailkhura

CoRR, December, 2025

Patching LLM Like Software: A Lightweight Method for Improving Safety Policy in Large Language Models.

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

CoRR, November, 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