Dendron : Genetic trees driven rule induction for network intrusion detection systems

Author:

Papamartzivanos Dimitrios,Gómez Mármol Félix,Kambourakis Georgios

Funder

European Commission Horizon 2020 Programme

MICINN

European Commission

Ramón y Cajal research contract

MINECO

European Social Fund

BBVA Foundation

Publisher

Elsevier BV

Subject

Computer Networks and Communications,Hardware and Architecture,Software

Reference38 articles.

1. TermID: a distributed swarm intelligence-based approach for wireless intrusion detection;Kolias;Int. J. Inf. Secur.,2016

2. M.G. Pérez, F.G. Mármol, G.M. Pérez, Improving attack detection in self-organizing networks: A trust-based approach toward alert satisfaction, in: 2015 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2015, Kochi, India, August 10–13, 2015, 2015,pp. 1945–1951. http://dx.doi.org/10.1109/ICACCI.2015.7275903.

3. Building a reputation-based bootstrapping mechanism for newcomers in collaborative alert systems;Pérez;J. Comput. System Sci.,2014

4. RepCIDN: A reputation-based collaborative intrusion detection network to lessen the impact of malicious alarms;Gil Pérez;J. Netw. Syst. Manage.,2013

5. N.V. Chawla, C4.5 and imbalanced data sets: investigating the effect of sampling method, probabilistic estimate, and decision tree structure, in: Proceedings of the ICML03 Workshop on Class Imbalances, 2003.

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