Machine Learning Based SDN-enabled Distributed Denial-of-Services Attacks Detection and Mitigation System for Internet of Things

Muhammad Aslam; Dengpan Ye; Muhammad Hanif; Muhammad Asad

doi:10.1007/978-3-030-62223-7_16

Machine Learning Based SDN-enabled Distributed Denial-of-Services Attacks Detection and Mitigation System for Internet of Things

Muhammad Aslam, Dengpan Ye, Muhammad Hanif, Muhammad Asad

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

Original language	English
Title of host publication	Machine Learning for Cyber Security - Third International Conference, ML4CS 2020, Proceedings
Editors	Xiaofeng Chen, Hongyang Yan, Qiben Yan, Xiangliang Zhang
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	180-194
Number of pages	15
ISBN (Print)	9783030622220
DOIs	https://doi.org/10.1007/978-3-030-62223-7_16
Publication status	Published - 2020
Externally published	Yes
Event	3rd International Conference on Machine Learning for Cyber Security, ML4CS 2020 - Guangzhou, China Duration: Oct 8 2020 → Oct 10 2020

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	12486 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	3rd International Conference on Machine Learning for Cyber Security, ML4CS 2020
Country/Territory	China
City	Guangzhou
Period	10/8/20 → 10/10/20

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Keywords

Cyber-attacks
Detection
Distributed denial of services
Internet of Things
Machine learning
Mitigation
Software defined networking

Access to Document

10.1007/978-3-030-62223-7_16

Cite this

Aslam, M., Ye, D., Hanif, M., & Asad, M. (2020). Machine Learning Based SDN-enabled Distributed Denial-of-Services Attacks Detection and Mitigation System for Internet of Things. In X. Chen, H. Yan, Q. Yan, & X. Zhang (Eds.), Machine Learning for Cyber Security - Third International Conference, ML4CS 2020, Proceedings (pp. 180-194). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12486 LNCS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-62223-7_16

Machine Learning Based SDN-enabled Distributed Denial-of-Services Attacks Detection and Mitigation System for Internet of Things. / Aslam, Muhammad; Ye, Dengpan; Hanif, Muhammad et al.
Machine Learning for Cyber Security - Third International Conference, ML4CS 2020, Proceedings. ed. / Xiaofeng Chen; Hongyang Yan; Qiben Yan; Xiangliang Zhang. Springer Science and Business Media Deutschland GmbH, 2020. p. 180-194 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12486 LNCS).

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

Aslam, M, Ye, D, Hanif, M & Asad, M 2020, Machine Learning Based SDN-enabled Distributed Denial-of-Services Attacks Detection and Mitigation System for Internet of Things. in X Chen, H Yan, Q Yan & X Zhang (eds), Machine Learning for Cyber Security - Third International Conference, ML4CS 2020, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12486 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 180-194, 3rd International Conference on Machine Learning for Cyber Security, ML4CS 2020, Guangzhou, China, 10/8/20. https://doi.org/10.1007/978-3-030-62223-7_16

Aslam M, Ye D, Hanif M, Asad M. Machine Learning Based SDN-enabled Distributed Denial-of-Services Attacks Detection and Mitigation System for Internet of Things. In Chen X, Yan H, Yan Q, Zhang X, editors, Machine Learning for Cyber Security - Third International Conference, ML4CS 2020, Proceedings. Springer Science and Business Media Deutschland GmbH. 2020. p. 180-194. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-030-62223-7_16

Aslam, Muhammad ; Ye, Dengpan ; Hanif, Muhammad et al. / Machine Learning Based SDN-enabled Distributed Denial-of-Services Attacks Detection and Mitigation System for Internet of Things. Machine Learning for Cyber Security - Third International Conference, ML4CS 2020, Proceedings. editor / Xiaofeng Chen ; Hongyang Yan ; Qiben Yan ; Xiangliang Zhang. Springer Science and Business Media Deutschland GmbH, 2020. pp. 180-194 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Machine Learning Based SDN-enabled Distributed Denial-of-Services Attacks Detection and Mitigation System for Internet of Things

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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