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

Publication ,  Chapter
Pang, S; Ban, T; Kadobayashi, Y; Song, J; Huang, K; Poh, G; Gondal, I; Pasupa, K; Aloul, F
January 1, 2020

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.

Duke Scholars

DOI

Publication Date

January 1, 2020

Volume

12533 LNCS

Start / End Page

235 / 245

Related Subject Headings

  • Artificial Intelligence & Image Processing
  • 46 Information and computing sciences
 

Citation

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ICMJE
MLA
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Pang, S., Ban, T., Kadobayashi, Y., Song, J., Huang, K., Poh, G., … Aloul, F. (2020). CDMC’19—The 10th International Cybersecurity Data Mining Competition (Vol. 12533 LNCS, pp. 235–245). https://doi.org/10.1007/978-3-030-63833-7_20
Pang, S., T. Ban, Y. Kadobayashi, J. Song, K. Huang, G. Poh, I. Gondal, K. Pasupa, and F. Aloul. “CDMC’19—The 10th International Cybersecurity Data Mining Competition,” 12533 LNCS:235–45, 2020. https://doi.org/10.1007/978-3-030-63833-7_20.
Pang S, Ban T, Kadobayashi Y, Song J, Huang K, Poh G, et al. CDMC’19—The 10th International Cybersecurity Data Mining Competition. In 2020. p. 235–45.
Pang, S., et al. CDMC’19—The 10th International Cybersecurity Data Mining Competition. Vol. 12533 LNCS, 2020, pp. 235–45. Scopus, doi:10.1007/978-3-030-63833-7_20.
Pang S, Ban T, Kadobayashi Y, Song J, Huang K, Poh G, Gondal I, Pasupa K, Aloul F. CDMC’19—The 10th International Cybersecurity Data Mining Competition. 2020. p. 235–245.

DOI

Publication Date

January 1, 2020

Volume

12533 LNCS

Start / End Page

235 / 245

Related Subject Headings

  • Artificial Intelligence & Image Processing
  • 46 Information and computing sciences