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

• 資料種別: 文書・図像類
• タイトル: [Dataset] Detection of DGA-based Malware Communications from DoH Traffic Using Machine Learning Analysis
• 著者・編者: Mitsuhashi, Rikima; Jin, Yong; Iida, Katsuyoshi; Shinagawa, Takahiro; Takai, Yoshiaki
• 著者標目: Mitsuhashi, Rikima; Jin, Yong; Iida, Katsuyoshi; https://nrid.nii.ac.jp/nrid/1000000332768; Shinagawa, Takahiro; Takai, Yoshiaki
• 出版年月日等: 2022-08-18
• 出版年（W3CDTF）: 2022-08-18
• 本文の言語コード: eng
• NDC: 007
• 対象利用者: 一般
• 一般注記: 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.
• 記録形式（IMT）: application/zip; text/plain; text/csv
• オンライン閲覧公開範囲: インターネット公開
• 必要（DOI）: 10.1109/CCNC51644.2023.10059835
• 参照（URI）: HDL; http://hdl.handle.net/2115/88595
• 連携機関・データベース: 国立情報学研究所 : 学術機関リポジトリデータベース（IRDB）（機関リポジトリ）; https://irdb.nii.ac.jp
• 提供元機関・データベース: 北海道大学 : 北海道大学学術成果コレクション

目次

CIRA-CIC-DoHBrw-2020-and-DoH-DGA-Malware-Traffic-HKD.zip dataset

README.txt dataset

csv_files.zip dataset

l3-malware.csv dataset

pcap_files.zip dataset