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

Authors
Jyoti Metan
Department of Information Science & Engineering, Atria Institute of Technology, Bangalore, India
Mahantesh Mathapati
Department of Computer Science & Engineering, Amruta Institute of Engineering & Management Sciences, Bangalore, India
Aishwarya Madhusudan
Department of Computer Science and Engineering, Vidyavardhaka College of Engineering, Mysuru, India
Santhosh Kumar Gorva
Department of CSE (Data science), Dayananda Sagar University, Bangalore, India
Bharath Basavaraj
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
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
Keywords:
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© 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.