[Dataset] Detection of DGA-based Malware Communications from DoH Traffic Using Machine Learning Analysis

Mitsuhashi, Rikima; Jin, Yong; Iida, Katsuyoshi; Shinagawa, Takahiro; Takai, Yoshiaki

[Dataset] Detection of DGA-based Malware Communications from DoH Traffic Using Machine Learning Analysis

Mitsuhashi, Rikima; Jin, Yong; Iida, Katsuyoshi et al.

2022

Permalink : https://hdl.handle.net/2115/86574

このアイテムのアクセス数:1,819件（2026-08-11 01:21 集計）

閲覧可能ファイル

ファイル	フォーマット	サイズ	閲覧回数
l3-malware	csv	1.77 MB	288
csv_files	zip	467 KB	189
cap_files	zip	844 MB	465
CIRA-CIC-DoHBrw-2020-and-DoH-DGA-Malware-Traffic-HKD	zip	158 MB	295
README	txt	1.18 KB	374

論文情報

ファイル出力 EndNote Basic出力 Mendeley出力

アクセス権	open access
URI	https://hdl.handle.net/2115/86574
タイトル	[Dataset] Detection of DGA-based Malware Communications from DoH Traffic Using Machine Learning Analysis
著者	Mitsuhashi, Rikima ; Jin, Yong ; Iida, Katsuyoshi ; Shinagawa, Takahiro ; Takai, Yoshiaki
著者名 Mitsuhashi, Rikima
著者名 Jin, Yong
e-Rad_Researcher 00332768 著者名 Iida, Katsuyoshi
著者名 Shinagawa, Takahiro
著者名 Takai, Yoshiaki
言語	英語
発行日	2022-08-18
記述	DoH-DGA-Malware-Traffic-HKD (csv_files.zip, l3-malware.csv, pcap_files.zip, and README.txt): If you use the dataset, please be sure to cite the following paper.Rikima Mitsuhashi, Yong Jin, Katsuyoshi Iida, Takahiro Shinagawa, and Yoshiaki Takai,"Detection of DGA-based Malware Communications from DoH Traffic Using Machine Learning Analysis,"2023 IEEE 20th Consumer Communications & Networking Conference (CCNC), 2023.https://ieeexplore.ieee.org/document/10059835
	CIRA-CIC-DoHBrw-2020-and-DoH-DGA-Malware-Traffic-HKD.zip: If you use the dataset, please be sure to cite the following papers because the dataset has data from the CIRA-CIC-DoHBrw-2020 [1] and DoH-DGA-Malware-Traffic-HKD [2] datasets. Mohammadreza MontazeriShatoori, Logan Davidson, Gurdip Kaur, and Arash Habibi Lashkari,"Detection of DoH Tunnels using Time-series Classification of Encrypted Traffic,"The 5th IEEE Cyber Science and Technology Congress, Calgary, Canada, August 2020. https://ieeexplore.ieee.org/document/9251211 Rikima Mitsuhashi, Yong Jin, Katsuyoshi Iida, Takahiro Shinagawa, and Yoshiaki Takai,"Detection of DGA-based Malware Communications from DoH Traffic Using Machine Learning Analysis,"2023 IEEE 20th Consumer Communications & Networking Conference (CCNC), 2023.https://ieeexplore.ieee.org/document/10059835
	References: [1] CIRA-CIC-DoHBrw-2020 (https://www.unb.ca/cic/datasets/dohbrw-2020.html) [2] DoH-DGA-Malware-Traffic-HKD (https://github.com/rikima-mitsuhashi/DoH-DGA-Malware-Traffic-HKD/)
	Updates: README.txt and CIRA-CIC-DoHBrw-2020-and-DoH-DGA-Malware-Traffic-HKD.zip were added on March 27, 2023.
資源タイプ	データセット
出版タイプ	Not Applicable (or Unknown)
関連情報 (references)	HDL https://hdl.handle.net/2115/88595
関連情報 (isRequiredBy)	DOI https://doi.org/10.1109/CCNC51644.2023.10059835 Title R. Mitsuhashi, Y. Jin, K. Iida, T. Shinagawa and Y. Takai, "Detection of DGA-based Malware Communications from DoH Traffic Using Machine Learning Analysis," 2023 IEEE 20th Consumer Communications & Networking Conference (CCNC), Las Vegas, NV, USA, 2023, pp. 224-229, doi: 10.1109/CCNC51644.2023.10059835.