Towards Unknown Traffic Identification Using Deep Auto-Encoder and Constrained Clustering
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Publisher
Springer International Publishing
Link
http://link.springer.com/content/pdf/10.1007/978-3-030-22734-0_23
Reference21 articles.
1. http://mawi.wide.ad.jp/mawi/
2. https://www.ntop.org/products/deep-packet-inspection/ndpi/
3. Aggarwal, C.C.: A human-computer interactive method for projected clustering. IEEE Trans. Knowl. Data Eng. 16(4), 448–460 (2004)
4. Bacquet, C., Zincir-Heywood, A.N., Heywood, M.I.: Genetic optimization and hierarchical clustering applied to encrypted traffic identification. In: 2011 IEEE Symposium on Computational Intelligence in Cyber Security (CICS), pp. 194–201. IEEE (2011)
5. Basu, S., Banerjee, A., Mooney, R.J.: Active semi-supervision for pairwise constrained clustering. In: Proceedings of the 2004 SIAM International Conference on Data Mining, pp. 333–344. SIAM (2004)
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