IEEE - Institute of Electrical and Electronics Engineers, Inc. - Modeling of IP Scanning Activities with Hidden Markov Models: Darknet Case Study

2016 8th IFIP International Conference on New Technologies, Mobility and Security (NTMS)

Author(s): Giulia De Santis ; Abdelkader Lahmadi ; Jerome Francois ; Olivier Festor
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 November 2016
Conference Location: Larnaca, Cyprus
Conference Date: 21 November 2016
Page(s): 1 - 5
ISBN (Electronic): 978-1-5090-2914-3
ISSN (Electronic): 2157-4960
DOI: 10.1109/NTMS.2016.7792461
Regular:

We propose a methodology based on Hidden Markov Models (HMMs) to model scanning activities monitored by a darknet. The HMMs of scanning activities are built on the basis of the number of scanned... View More

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