Using Machine Learning for malware traffic prediction in IoT networks

Jayant Singh Bains, Hemanth Varma Kopanati, Rahul Goyal, Bhargav Krishna Savaram,Sergey Butakov

2021 Second International Conference on Intelligent Data Science Technologies and Applications (IDSTA)(2021)

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摘要
IoT devices have become the mainstream technology in many industries. Typically, these devices have permanent network connection which makes them vulnerable to outside attacks. In many cases security mechanisms cannot be built-in into each IoT device due to limited computational power available. Instead, the existing Intrusion Detection / Prevention Systems can use machine learning to protect netw...
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关键词
Internet of Things (IoT),Intrusion detection systems,intrusion prevention system,decision tree,logistic regression,artificial neural networks
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