1. X. Hei, B. Bai, Y. Wang, L. Zhang, L. Zhu,W. Ji, “Feature Extraction Optimization for Bitstream Communication Protocol Format Reverse Analysis,” inProceedings of the 2019 18th IEEE International Conference on Trust, Security and Privacy in Computing and Communications/13th IEEE International Conference on Big Data Science and Engineering (TrustCom/BigDataSE), pp. 662-669, Rotorua, New Zealand, 2019 2. W. Wang, B. Bai, Y. Wang, X. Hei,L. Zhang, “Bitstream Protocol Classification Mechanism based on Feature Extraction,” in Proceedings of the2019 International Conference on Networking and Network Applications (NaNA), pp. 241-246, Daegu, Korea(South), 2019 3. F. Meng, C. Zhang,G. Wu, “Protocol Reverse based on Hierarchical Clustering and Probability Alignment from Network Traces,” inProceedings of the 2018 IEEE 3rd International Conference on Big Data Analysis (ICBDA), pp. 443-447, Shanghai, 2018 4. M. G. Kibria, K. Nguyen, G. P. Villardi, O. Zhao, K. Ishizu,F. Kojima, “Big Data Analytics, Machine Learning, and Artificial Intelligence in Next-Generation Wireless Networks,”IEEE Access, Vol. 6, pp. 32328-32338, 2018 5. L. Cai, R. Shi,D. Xu, “Communication Protocol Identification based on Data Mining and Automatic Reasoning,” inProceedings of the 2017 IEEE 2nd International Conference on Big Data Analysis (ICBDA), pp. 211-216, Beijing, 2017 6. F. Li, T. Li, C. R. Zhang, Y. Wang,J. Song, “Length Identification of Unknown Data Frame,” inProceedings of the 2012 Eighth International Conference on Computational Intelligence and Security, pp. 674-677, Guangzhou, 2012 7. H. Yang, P. Li, Q. Zhu,L. Xu, “The Application Layer Protocol Identification Method based on Semisupervised Learning,” inProceedings of the 2011 12th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, pp. 115-120, Sydney, NSW, 2011 8. S. Tao, H. Yu,Q. Li, “Bit-Oriented Format Extraction Approach for Automatic Binary Protocol Reverse Engineering,” IET Communications, Vol. 10, No. 6, pp. 709-716, 2016 9. F. Z. Zhang, H. C. Zhou, J. J. Zhang, Y. Liu,C. R Zhang, “A Protocol Classification Algorithm based on Improved AGNES,” Computer Engineering and Science, Vol. 39, No. 4, pp. 796-803, 2017 10. Z. F.Wang and Y. Wu, “Unknown Protocol Bitstream Clustering based on Improved K-Means Algorithm,” Journal of Computer Applications, Vol. 36, No. S1, pp. 5-8, 2016 11. X. Yan, Q. Li,S. Tao, “A Clustering Algorithm for Binary Protocol Data Frames based on Principal Component Analysis and Density Peaks Clustering,” inProceedings of the 2017 IEEE 17th International Conference on Communication Technology (ICCT), pp. 1260-1266, Chengdu, 2017 12. F. Z. Zhang, H. C. Zhou, J. J. Zhang, Y. Liu,C. R Zhang, “Unknown Bit-Stream Protocol Classification Model with Zero-knowledge,” Computer Science, Vol. 43, No. 8, pp. 39-44, 2016 13. Z. F.Wang and G. L. Shan, “Survey on Bit Stream Oriented Unknown Protocol Identification and Analysis Techniques,” Application Research of Computers, Vol. 53, No. 3, pp. 80-86, 2017 14. D. Lei, T. Wang, J. P. Zhao,Y. F. Ma, “Survey on Bit Stream Oriented Unknown Protocol Identification and Analysis Techniques,” Application Research of Computers, Vol. 33, No. 11, pp.3206-3210+3250, 2016 15. Z. Z. Shao. Y. Yan,Y. L. Min, “The Research of Protocol Identification based on Traffic Analysis,” inProceedings of the 2017 10th International Conference on Intelligent Computation Technology and Automation (ICICTA), pp. 172-175, Changsha, 2017 16. C. H.Cao and Y. K. Lei, “Journal of Chinese Computer Systems,” Journal of Chinese Computer Systems, Vol. 39, No. 2, pp. 297-303, 2018 17. J. G. Sun, J. Liu,L. Y. Zhao, “Clustering Algorithms Research,” Journal of Software, Vol.2008, No. 1, pp. 48-61, 2008 18. X. Y.Yan and Q. Li, “Clustering Algorithm for Binary Protocol Data Frames Combining Feature Dimensionality Reduction and Density Peans Clustering,” Journal of Chinese Computer Systems, Vol. 39, No. 12, pp. 2662-2668, 2018 19. J. Zheng and J. P. Li, “Feature Identification of Unknown Protocol,” inProceedings of the 2016 13th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP), pp. 147-149, Chengdu, 2016 20. S. L. Yang, Y. S. Li, X. X. Hu,R. Y. Pan, “Optimization Study on k Value of K-Means Algorithm,” Systems Engineering-Theory and Practice, Vol.2006, No. 2, pp. 97-101, 2006 |