A Malware Detection Approach Using Malware Images and Autoencoders

Author:

Jin Xiang,Xing Xiaofei,Elahi Haroon,Wang Guojun,Jiang Hai

Funder

National Natural Science Foundation of China

Publisher

IEEE

Cited by 19 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A New Approach for Detecting Malware Using a Convolutional Autoencoder With Kernel Density Estimation;Advances in Digital Crime, Forensics, and Cyber Terrorism;2024-09-13

2. GMADV: An android malware variant generation and classification adversarial training framework;Journal of Information Security and Applications;2024-08

3. Malware Detection on Windows Portable Executables with Long-Short Term Memory Trained on PCA Selected and TF-IDF Engineered Windows API Call Sequences;Proceedings of the 2024 9th International Conference on Intelligent Information Technology;2024-02-23

4. Enhancing Malware Classification via Self-Similarity Techniques;IEEE Transactions on Information Forensics and Security;2024

5. Android Malware Classification Based on Fuzzy Hashing Visualization;Machine Learning and Knowledge Extraction;2023-11-28

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