An Application-Level Signatures Extracting Algorithm Based on Offset Constraint

@article{Long2008AnAS,
  title={An Application-Level Signatures Extracting Algorithm Based on Offset Constraint},
  author={Wen Long and Yang Xin and Yixian Yang},
  journal={2008 International Symposium on Intelligent Information Technology Application Workshops},
  year={2008},
  pages={122-125}
}
It's an efficient approach to identify the application traffic through application-level signatures, but the performance of an application-level identification approach heavily depends on accuracy and abundance of signatures. Unfortunately, deriving the signatures manually is very time consuming and difficult. Machine learning has been widely used in network data analysis. But existing studies mostly considered statistical network flow attributes such as packet size distributions, for that… CONTINUE READING

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