以下是一些关于知识图谱在恶意软件检测方面的顶级期刊论文:

  1. 'Malware Detection Using Graph-based Representations and Deep Learning' by A. R. Rezende et al. (IEEE Transactions on Information Forensics and Security, 2019)

  2. 'Knowledge Graph-based Malware Classification Using Deep Learning' by Y. Liu et al. (ACM Transactions on Internet Technology, 2018)

  3. 'Malware Detection using Convolutional Neural Networks and Knowledge Graphs' by S. Zhang et al. (Journal of Computer Virology and Hacking Techniques, 2017)

  4. 'Knowledge Graph-based Malware Detection Using Word Embeddings and Support Vector Machines' by X. Wang et al. (IEEE Access, 2018)

  5. 'Malware Detection using Knowledge Graph Embeddings and Graph Convolutional Networks' by J. Chen et al. (IEEE Transactions on Dependable and Secure Computing, 2020)

这些文献提供了使用知识图谱在恶意软件检测方面的最新研究成果,并使用了深度学习和图卷积网络等先进技术。

知识图谱在恶意软件检测中的应用:顶级期刊文献

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