On botnet detection with genetic programming under streaming data, label budgets and class imbalance

Sara Khanchi; Malcolm I. Heywood; Ali Vahdat; A. Nur Zincir-Heywood

doi:10.1145/3205651.3208206

On botnet detection with genetic programming under streaming data, label budgets and class imbalance

Sara Khanchi, Malcolm I. Heywood, Ali Vahdat, A. Nur Zincir-Heywood

Biochemistry, Genetics and Molecular Biology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

3 Citations (Scopus)

Original language	English
Title of host publication	GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion
Publisher	Association for Computing Machinery, Inc
Pages	21-22
Number of pages	2
ISBN (Electronic)	9781450357647
DOIs	https://doi.org/10.1145/3205651.3208206
Publication status	Published - Jul 6 2018
Event	2018 Genetic and Evolutionary Computation Conference, GECCO 2018 - Kyoto, Japan Duration: Jul 15 2018 → Jul 19 2018

Publication series

Name	GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion

Conference

Conference	2018 Genetic and Evolutionary Computation Conference, GECCO 2018
Country/Territory	Japan
City	Kyoto
Period	7/15/18 → 7/19/18

ASJC Scopus Subject Areas

Computer Science Applications
Software
Computational Theory and Mathematics
Theoretical Computer Science

Access to Document

10.1145/3205651.3208206

Cite this

Khanchi, S., Heywood, M. I., Vahdat, A., & Nur Zincir-Heywood, A. (2018). On botnet detection with genetic programming under streaming data, label budgets and class imbalance. In GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion (pp. 21-22). (GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion). Association for Computing Machinery, Inc. https://doi.org/10.1145/3205651.3208206

On botnet detection with genetic programming under streaming data, label budgets and class imbalance. / Khanchi, Sara; Heywood, Malcolm I.; Vahdat, Ali et al.
GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, 2018. p. 21-22 (GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Khanchi, S, Heywood, MI, Vahdat, A & Nur Zincir-Heywood, A 2018, On botnet detection with genetic programming under streaming data, label budgets and class imbalance. in GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion. GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery, Inc, pp. 21-22, 2018 Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, 7/15/18. https://doi.org/10.1145/3205651.3208206

Khanchi S, Heywood MI, Vahdat A, Nur Zincir-Heywood A. On botnet detection with genetic programming under streaming data, label budgets and class imbalance. In GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc. 2018. p. 21-22. (GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion). doi: 10.1145/3205651.3208206

Khanchi, Sara ; Heywood, Malcolm I. ; Vahdat, Ali et al. / On botnet detection with genetic programming under streaming data, label budgets and class imbalance. GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, 2018. pp. 21-22 (GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion).

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title = "On botnet detection with genetic programming under streaming data, label budgets and class imbalance",

author = "Sara Khanchi and Heywood, {Malcolm I.} and Ali Vahdat and {Nur Zincir-Heywood}, A.",

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ER -

On botnet detection with genetic programming under streaming data, label budgets and class imbalance

Publication series

Conference

ASJC Scopus Subject Areas

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