NetflowTotal: A cloud service integration platform for malicious traffic analysis and collaboration

Tzung Han Jeng, Wei Ming Chan, Wen Yang Luo, Chuan Chiang Huang, Chien Chih Chen, Yi Ming Chen

研究成果: 書貢獻/報告類型會議論文篇章同行評審

2 引文 斯高帕斯(Scopus)

摘要

Network security lacks the verification of real world net flow data, and lacks a platform to collect and integrate net flow data and threat intelligence, so as to generate an evaluation benchmark for machine learning on cybersecurity. NetFlowTotal develop many net flow analysis tools to detect malicious threats in the net flow data. Through the two-side market strategies, NetFlowTotal platform tie together two distinct groups of users in a network. One kind of user can upload net flow data to the NetFlowTotal platform to obtain security incidents reports; the other kind of user can share threat intelligence to the NetFlowTotal platform to obtain more associate threat intelligence according to global net flow data. The goal of this paper is to establish a net flow evaluation platform to provide real world dataset with security incidents reports for machine learning evaluation.

原文???core.languages.en_GB???
主出版物標題ICCBD 2019 - 2019 the 2nd International Conference on Computing and Big Data, Workshop CSEA 2019
主出版物子標題2019 International Conference on Computer, Software Engineering and Applications
發行者Association for Computing Machinery
頁面154-160
頁數7
ISBN(電子)9781450372909
DOIs
出版狀態已出版 - 18 10月 2019
事件2nd International Conference on Computing and Big Data, ICCBD 2019 and its Workshop the International Conference on Computer, Software Engineering and Applications, CSEA 2019 - Taichung, Taiwan
持續時間: 18 10月 201920 10月 2019

出版系列

名字ACM International Conference Proceeding Series

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???event.eventtypes.event.conference???2nd International Conference on Computing and Big Data, ICCBD 2019 and its Workshop the International Conference on Computer, Software Engineering and Applications, CSEA 2019
國家/地區Taiwan
城市Taichung
期間18/10/1920/10/19

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