DDoS Detection System: Utilizing Gradient Boosting Algorithm and Apache Spark

Amjad Alsirhani; Srinivas Sampalli; Peter Bodorik

doi:10.1109/CCECE.2018.8447671

DDoS Detection System: Utilizing Gradient Boosting Algorithm and Apache Spark

Amjad Alsirhani, Srinivas Sampalli, Peter Bodorik

Physics and Astronomy

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

14 Citations (Scopus)

Original language	English
Title of host publication	2018 IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2018
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Print)	9781538624104
DOIs	https://doi.org/10.1109/CCECE.2018.8447671
Publication status	Published - Aug 27 2018
Event	2018 IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2018 - Quebec City, Canada Duration: May 13 2018 → May 16 2018

Publication series

Name	Canadian Conference on Electrical and Computer Engineering
Volume	2018-May
ISSN (Print)	0840-7789

Conference

Conference	2018 IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2018
Country/Territory	Canada
City	Quebec City
Period	5/13/18 → 5/16/18

ASJC Scopus Subject Areas

Electrical and Electronic Engineering
Hardware and Architecture

Keywords

Apache Hadoop
Apache Spark
Classification
DDoS Attack
DDoS Detection
Gradient Boosting

Access to Document

10.1109/CCECE.2018.8447671

Cite this

Alsirhani, A., Sampalli, S., & Bodorik, P. (2018). DDoS Detection System: Utilizing Gradient Boosting Algorithm and Apache Spark. In 2018 IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2018 Article 8447671 (Canadian Conference on Electrical and Computer Engineering; Vol. 2018-May). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CCECE.2018.8447671

DDoS Detection System: Utilizing Gradient Boosting Algorithm and Apache Spark. / Alsirhani, Amjad; Sampalli, Srinivas; Bodorik, Peter.
2018 IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2018. Institute of Electrical and Electronics Engineers Inc., 2018. 8447671 (Canadian Conference on Electrical and Computer Engineering; Vol. 2018-May).

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

Alsirhani, A, Sampalli, S & Bodorik, P 2018, DDoS Detection System: Utilizing Gradient Boosting Algorithm and Apache Spark. in 2018 IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2018., 8447671, Canadian Conference on Electrical and Computer Engineering, vol. 2018-May, Institute of Electrical and Electronics Engineers Inc., 2018 IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2018, Quebec City, Canada, 5/13/18. https://doi.org/10.1109/CCECE.2018.8447671

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keywords = "Apache Hadoop, Apache Spark, Classification, DDoS Attack, DDoS Detection, Gradient Boosting",

author = "Amjad Alsirhani and Srinivas Sampalli and Peter Bodorik",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 2018 IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2018 ; Conference date: 13-05-2018 Through 16-05-2018",

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M3 - Conference contribution

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DDoS Detection System: Utilizing Gradient Boosting Algorithm and Apache Spark

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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