Dr Akarsh K Nair
Assistant Professor
| Department of Computer Science and Engineering
Indian Institute of Information Technology, Kottayam
(2024 - 2025)
Kerala
Expertise:
Computer Science Software Engineering
22
Publications
0
Projects
251
Scopus Citations
197
CrossRef
11 Months Total Experience
Scopus
251
Citations
5
h-index
CrossRef
197
Citations
4
h-index
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Personal Details
Doctor of Philosophy
2025
Udhampur
Assistant Professor
Aug 2024 – Jun 2025
Indian Institute of Information Technology, Kottayam
| Department of Computer Science and Engineering
Engineering and Technology
Scholarly Work
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Scholarly Publications
Exploring Communication Efficient Strategies in Federated Learning Systems
Scopus: 3
SecureFed: A Two-Phase Framework for Detecting Malicious Clients in Federated Learning
Analyzing Federated Learning From a Security Perspective
The Evolution of Machine Learning: From Centralized to Distributed
Scopus: 1
Federated Learning Approaches for Intrusion Detection Systems: An Overview
Adopting Federated Learning for Software-Defined Networks
FEDERATED LEARNING: Principles, Paradigms, and Applications
Scopus: 2
ComFLEX: A Communication efficient FL training framework for Edge computing environments
Showing 1 to 8 of 22 publications