Advanced Image-Based Malware Detection Leveraging Sparse CNN Networks for Intelligent Feature Recognition and Classification: A Review

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{175906,
        author = {Varsharani A. Pawar and Dr. S. B. Chaudhari},
        title = {Advanced Image-Based Malware Detection Leveraging Sparse CNN Networks for Intelligent Feature Recognition and Classification: A Review},
        journal = {International Journal of Innovative Research in Technology},
        year = {2025},
        volume = {11},
        number = {11},
        pages = {4536-4541},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=175906},
        abstract = {},
        keywords = {Malware Detection, Image-Based Analysis, Sparse Convolutional Neural Network (Sparse CNN), Deep Learning, Feature Extraction, Cybersecurity, Malware Classification, Binary-to-Image Conversion, Pattern Recognition},
        month = {April},
        }

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