Malware Classification Using Dynamic Cluster Adaptive Aggregation Graph Neural Network with Prototypical Loss Function

Authors
D. R. Janardhana
Department of Computer Science and Engineering, Nitte Meenakshi Institute of Technology, Nitte (Deemed to be University), Bengaluru, India
Jayantkumar A. Rathod
Department of Computer Science and Engineering, ATME College of Engineering, Mysuru, India
K. Shivanna
Department of Computer Science and Engineering, Dayananda Sagar Academy of Technology and Management, Bengaluru, India
J. Shruthi Shetty
Department of Computer Science and Engineering, Nitte Meenakshi Institute of Technology, Nitte (Deemed to be University), Bengaluru, India
C. Niranjan Murthy
Department of Computer Science and Engineering, Sri Krishna Institute of Technology, Bengaluru, India
DOI: https://doi.org/10.2478/cait-2026-0024 | Journal eISSN: 1314-4081 | Journal ISSN: 1311-9702 (formerly 1314-4081)
Language: English
Page range: 3 - 24
Submitted on: Dec 16, 2025
Accepted on: Mar 12, 2026
Published on: Sep 9, 2026
Published by: Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
In partnership with: Paradigm Publishing Services
Keywords:
Related subjects:
© 2026 D. R. Janardhana, Jayantkumar A. Rathod, K. Shivanna, J. Shruthi Shetty, C. Niranjan Murthy, 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.