Skip to content
Log in
Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Ehsan Hallaji

University of Windsor

h-index 14 View on Semantic Scholar

We have 2 of 35 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#artificial intelligence Open access Feb 2025

FedNIA: Noise-Induced Activation Analysis for Mitigating Data Poisoning in Federated Learning

FedNIA injects random noise inputs to analyze the layerwise activation patterns in client models leveraging an autoencoder that detects abnormal behaviors indicative of data poisoning and can defend against diverse attack types, including sample poisoning, label flipping, and backdoors.

Ehsan Hallaji, R. Razavi-Far, Mehrdad Saif · 2 citations
Open access Aug 2026

Rethinking Continual Learning Through Self-Adaptive Learning

This perspective explores how learning systems may progress beyond reactive adaptation toward autonomous recognition, policy selection, and context-sensitive regulation of learning behavior under persistent uncertainty and positions SAL as a conceptual systems framework for organizing future research on resilient, long...

Ehsan Hallaji, R. Razavi-Far · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.