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A Semantic-Aware File Metadata Generation Framework for Disk-Level Anomaly Detection in Virtual Machine Backups Cover

A Semantic-Aware File Metadata Generation Framework for Disk-Level Anomaly Detection in Virtual Machine Backups

Open Access
|Jun 2026

Authors

Jyoti Metan

jyoti.m@atria.edu

Department of Information Science & Engineering, Atria Institute of Technology, Bangalore, India

Mahantesh Mathapati

mahantesh@aiems.edu.in

Department of Computer Science & Engineering, Amruta Institute of Engineering & Management Sciences, Bangalore, India

Aishwarya Madhusudan

aishwarya.m@vvce.ac.in

Department of Computer Science and Engineering, Vidyavardhaka College of Engineering, Mysuru, India

Santhosh Kumar Gorva

santhoshg-ds@dsu.edu.in

Department of CSE (Data science), Dayananda Sagar University, Bangalore, India

Bharath Basavaraj

bharathonly.1992@gmail.com

Department of Computer Science and Engineering, Dayananda Sagar University, Bangalore, India

Benaka Santhosha Siddaiah

benaka.santhosh-cse@dsu.edu.in

Department of Computer Science and Engineering, Dayananda Sagar University, Bangalore, India

Yogesh Kumaran Selvaraj

yogesh.ks@jainuniversity.ac.in

Department of Computer Science and Engineering, JAIN (Deemed-to-be University), Bengaluru, India
DOI: https://doi.org/10.2478/cait-2026-0021 | Journal eISSN: 1314-4081 | Journal ISSN: 1311-9702
Language: English
Page range: 196 - 216
Submitted on: Jan 26, 2026
Accepted on: Apr 5, 2026
Published on: Jun 13, 2026
In partnership with: Paradigm Publishing Services

© 2026 Jyoti Metan, Mahantesh Mathapati, Aishwarya Madhusudan, Santhosh Kumar Gorva, Bharath Basavaraj, Benaka Santhosha Siddaiah, Yogesh Kumaran Selvaraj, published by Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.