CDMC’19—The 10th International Cybersecurity Data Mining Competition

Shaoning Pang; Tao Ban; Youki Kadobayashi; Jungsuk Song; Kaizhu Huang; Geongsen Poh; Iqbal Gondal; Kitsuchart Pasupa; Fadi Aloul

doi:10.1007/978-3-030-63833-7_20

CDMC’19—The 10th International Cybersecurity Data Mining Competition

Shaoning Pang^*
, Tao Ban
, Youki Kadobayashi
, Jungsuk Song
, Kaizhu Huang
, Geongsen Poh
, Iqbal Gondal
, Kitsuchart Pasupa
, Fadi Aloul

^*Corresponding author for this work

Federation University Australia
Japan National Institute of Information and Communications Technology
Nara Institute of Science and Technology
Korea Institute of Science and Technology Information
Malaysian Institute of Microelectronic Systems
King Mongkut's Institute of Technology Ladkrabang
American University of Sharjah

Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

1 Citation (Scopus)

Abstract

CDMC-International Cybersecurity Data Mining Competition (http://www.csmining.org) is a world unique data-analytic competition sitting in the trans-disciplinary area of artificial intelligence and cybersecurity. In this paper, we summarize CDMC’19—the 10th cybersecurity data mining competition, which was held in Sydney Australia—together with a coupled workshop event, the Artificial Intelligence and Cyber Security (AICS) workshop 2019. We introduce the scope and background of the CDMC competition, the competition organizer, International Cyber Security Data-mining Society (ICSDS), and the rules that we followed to manage the competition. We reveal details of CDMC’19 regarding the competition tasks, participating teams, and the results the participants have achieved. Moreover, we publish the collection of CDMC’s 10-year competition datasets as the CDMC Cybersecurity Dataset Repository via http://archive.csmining.org. Finally, we conclude the paper with an outlook on the future activities of CDMC.

Original language	English
Title of host publication	Neural Information Processing - 27th International Conference, ICONIP 2020, Proceedings
Editors	Haiqin Yang, Kitsuchart Pasupa, Andrew Chi-Sing Leung, James T. Kwok, Jonathan H. Chan, Irwin King
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	235-245
Number of pages	11
ISBN (Print)	9783030638320
DOIs	https://doi.org/10.1007/978-3-030-63833-7_20
Publication status	Published - 2020
Event	27th International Conference on Neural Information Processing, ICONIP 2020 - Bangkok, Thailand Duration: 18 Nov 2020 → 22 Nov 2020

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	12533 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	27th International Conference on Neural Information Processing, ICONIP 2020
Country/Territory	Thailand
City	Bangkok
Period	18/11/20 → 22/11/20

Access to Document

10.1007/978-3-030-63833-7_20

Cite this

Pang, S., Ban, T., Kadobayashi, Y., Song, J., Huang, K., Poh, G., Gondal, I., Pasupa, K., & Aloul, F. (2020). CDMC’19—The 10th International Cybersecurity Data Mining Competition. In H. Yang, K. Pasupa, A. C.-S. Leung, J. T. Kwok, J. H. Chan, & I. King (Eds.), Neural Information Processing - 27th International Conference, ICONIP 2020, Proceedings (pp. 235-245). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12533 LNCS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-63833-7_20

Pang, Shaoning ; Ban, Tao ; Kadobayashi, Youki et al. / CDMC’19—The 10th International Cybersecurity Data Mining Competition. Neural Information Processing - 27th International Conference, ICONIP 2020, Proceedings. editor / Haiqin Yang ; Kitsuchart Pasupa ; Andrew Chi-Sing Leung ; James T. Kwok ; Jonathan H. Chan ; Irwin King. Springer Science and Business Media Deutschland GmbH, 2020. pp. 235-245 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{36656911a8224271afec4aaf0228a044,

title = "CDMC{\textquoteright}19{\textemdash}The 10th International Cybersecurity Data Mining Competition",

abstract = "CDMC-International Cybersecurity Data Mining Competition (http://www.csmining.org) is a world unique data-analytic competition sitting in the trans-disciplinary area of artificial intelligence and cybersecurity. In this paper, we summarize CDMC{\textquoteright}19{\textemdash}the 10th cybersecurity data mining competition, which was held in Sydney Australia{\textemdash}together with a coupled workshop event, the Artificial Intelligence and Cyber Security (AICS) workshop 2019. We introduce the scope and background of the CDMC competition, the competition organizer, International Cyber Security Data-mining Society (ICSDS), and the rules that we followed to manage the competition. We reveal details of CDMC{\textquoteright}19 regarding the competition tasks, participating teams, and the results the participants have achieved. Moreover, we publish the collection of CDMC{\textquoteright}s 10-year competition datasets as the CDMC Cybersecurity Dataset Repository via http://archive.csmining.org. Finally, we conclude the paper with an outlook on the future activities of CDMC.",

author = "Shaoning Pang and Tao Ban and Youki Kadobayashi and Jungsuk Song and Kaizhu Huang and Geongsen Poh and Iqbal Gondal and Kitsuchart Pasupa and Fadi Aloul",

note = "Publisher Copyright: {\textcopyright} 2020, Springer Nature Switzerland AG.; 27th International Conference on Neural Information Processing, ICONIP 2020 ; Conference date: 18-11-2020 Through 22-11-2020",

year = "2020",

doi = "10.1007/978-3-030-63833-7\_20",

language = "English",

isbn = "9783030638320",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Science and Business Media Deutschland GmbH",

pages = "235--245",

editor = "Haiqin Yang and Kitsuchart Pasupa and Leung, \{Andrew Chi-Sing\} and Kwok, \{James T.\} and Chan, \{Jonathan H.\} and Irwin King",

booktitle = "Neural Information Processing - 27th International Conference, ICONIP 2020, Proceedings",

}

Pang, S, Ban, T, Kadobayashi, Y, Song, J, Huang, K, Poh, G, Gondal, I, Pasupa, K & Aloul, F 2020, CDMC’19—The 10th International Cybersecurity Data Mining Competition. in H Yang, K Pasupa, AC-S Leung, JT Kwok, JH Chan & I King (eds), Neural Information Processing - 27th International Conference, ICONIP 2020, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12533 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 235-245, 27th International Conference on Neural Information Processing, ICONIP 2020, Bangkok, Thailand, 18/11/20. https://doi.org/10.1007/978-3-030-63833-7_20

CDMC’19—The 10th International Cybersecurity Data Mining Competition. / Pang, Shaoning; Ban, Tao; Kadobayashi, Youki et al.
Neural Information Processing - 27th International Conference, ICONIP 2020, Proceedings. ed. / Haiqin Yang; Kitsuchart Pasupa; Andrew Chi-Sing Leung; James T. Kwok; Jonathan H. Chan; Irwin King. Springer Science and Business Media Deutschland GmbH, 2020. p. 235-245 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12533 LNCS).

Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

TY - GEN

T1 - CDMC’19—The 10th International Cybersecurity Data Mining Competition

AU - Pang, Shaoning

AU - Ban, Tao

AU - Kadobayashi, Youki

AU - Song, Jungsuk

AU - Huang, Kaizhu

AU - Poh, Geongsen

AU - Gondal, Iqbal

AU - Pasupa, Kitsuchart

AU - Aloul, Fadi

PY - 2020

Y1 - 2020

N2 - CDMC-International Cybersecurity Data Mining Competition (http://www.csmining.org) is a world unique data-analytic competition sitting in the trans-disciplinary area of artificial intelligence and cybersecurity. In this paper, we summarize CDMC’19—the 10th cybersecurity data mining competition, which was held in Sydney Australia—together with a coupled workshop event, the Artificial Intelligence and Cyber Security (AICS) workshop 2019. We introduce the scope and background of the CDMC competition, the competition organizer, International Cyber Security Data-mining Society (ICSDS), and the rules that we followed to manage the competition. We reveal details of CDMC’19 regarding the competition tasks, participating teams, and the results the participants have achieved. Moreover, we publish the collection of CDMC’s 10-year competition datasets as the CDMC Cybersecurity Dataset Repository via http://archive.csmining.org. Finally, we conclude the paper with an outlook on the future activities of CDMC.

AB - CDMC-International Cybersecurity Data Mining Competition (http://www.csmining.org) is a world unique data-analytic competition sitting in the trans-disciplinary area of artificial intelligence and cybersecurity. In this paper, we summarize CDMC’19—the 10th cybersecurity data mining competition, which was held in Sydney Australia—together with a coupled workshop event, the Artificial Intelligence and Cyber Security (AICS) workshop 2019. We introduce the scope and background of the CDMC competition, the competition organizer, International Cyber Security Data-mining Society (ICSDS), and the rules that we followed to manage the competition. We reveal details of CDMC’19 regarding the competition tasks, participating teams, and the results the participants have achieved. Moreover, we publish the collection of CDMC’s 10-year competition datasets as the CDMC Cybersecurity Dataset Repository via http://archive.csmining.org. Finally, we conclude the paper with an outlook on the future activities of CDMC.

UR - https://www.scopus.com/pages/publications/85097411149

U2 - 10.1007/978-3-030-63833-7_20

DO - 10.1007/978-3-030-63833-7_20

M3 - Conference Proceeding

AN - SCOPUS:85097411149

SN - 9783030638320

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 235

EP - 245

BT - Neural Information Processing - 27th International Conference, ICONIP 2020, Proceedings

A2 - Yang, Haiqin

A2 - Pasupa, Kitsuchart

A2 - Leung, Andrew Chi-Sing

A2 - Kwok, James T.

A2 - Chan, Jonathan H.

A2 - King, Irwin

PB - Springer Science and Business Media Deutschland GmbH

T2 - 27th International Conference on Neural Information Processing, ICONIP 2020

Y2 - 18 November 2020 through 22 November 2020

ER -

Pang S, Ban T, Kadobayashi Y, Song J, Huang K, Poh G et al. CDMC’19—The 10th International Cybersecurity Data Mining Competition. In Yang H, Pasupa K, Leung ACS, Kwok JT, Chan JH, King I, editors, Neural Information Processing - 27th International Conference, ICONIP 2020, Proceedings. Springer Science and Business Media Deutschland GmbH. 2020. p. 235-245. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-030-63833-7_20

CDMC’19—The 10th International Cybersecurity Data Mining Competition

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