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  1. No Access

    Chapter and Conference Paper

    A Semi-supervised Learning Method for Malware Traffic Classification with Raw Bitmaps

    The rapid growth of malware and its variants has a significant detrimental effect on the security of the Internet infrastructure. In recent years, deep learning-based methods have demonstrated significant succ...

    **grun Ma, **aolin Xu, Tianning Zang… in Collaborative Computing: Networking, Appli… (2024)

  2. No Access

    Chapter and Conference Paper

    An Adaptive Ensembled Neural Network-Based Approach to IoT Device Identification

    The Internet of Things (IoT) has developed rapidly in recent years and has been widely used in our daily life. An online report claimed that the connected IoT devices will reach the scale of 14.4 billion globa...

    **grun Ma, Yafei Sang, Yongzheng Zhang… in Collaborative Computing: Networking, Appli… (2022)