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

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Scopus citations

Abstract

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.

Original languageEnglish
Title of host publicationICCBD 2019 - 2019 the 2nd International Conference on Computing and Big Data, Workshop CSEA 2019
Subtitle of host publication2019 International Conference on Computer, Software Engineering and Applications
PublisherAssociation for Computing Machinery
Pages154-160
Number of pages7
ISBN (Electronic)9781450372909
DOIs
StatePublished - 18 Oct 2019
Event2nd 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
Duration: 18 Oct 201920 Oct 2019

Publication series

NameACM International Conference Proceeding Series

Conference

Conference2nd International Conference on Computing and Big Data, ICCBD 2019 and its Workshop the International Conference on Computer, Software Engineering and Applications, CSEA 2019
Country/TerritoryTaiwan
CityTaichung
Period18/10/1920/10/19

Keywords

  • Cyber Threat Intelligence
  • MapReduce
  • Microservice
  • Serverless

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