Scripts related to Darknet Density based analysis done during the stay at NII :
- “Data scientist (fixed-term 6 months) at NII Tokyo, Japan”
08/03/2019 – 03/09/2019
Application of the unsupervised machine learning approaches to network traces (MAWI, Darknet). Generalization and improvement of the hierarchical density-based clustering approach to network measurements interpretation proposed during AIT Vienna internship. - http://pavol-mulinka.eu/
Scripts are machine learning extension of the ideas proposed by Jun Liu and Kensuke Fukuda in:
- Liu, Jun, and Kensuke Fukuda. "An evaluation of darknet traffic taxonomy." Journal of Information Processing 26 (2018): 148-157.
- Liu, Jun, and Kensuke Fukuda. "Towards a taxonomy of darknet traffic." 2014 International Wireless Communications and Mobile Computing Conference (IWCMC). IEEE, 2014.