DC Field | Value | Language |
---|---|---|
dc.contributor.author | Shin, Seungwon | ko |
dc.contributor.author | Lee, Seunghyeon | ko |
dc.contributor.author | Kim, Jinwoo | ko |
dc.contributor.author | Porras, Phillip | ko |
dc.contributor.author | Yegneswaran, Vinod | ko |
dc.date.accessioned | 2017-12-05T01:36:55Z | - |
dc.date.available | 2017-12-05T01:36:55Z | - |
dc.date.created | 2017-11-27 | - |
dc.date.created | 2017-11-27 | - |
dc.date.created | 2017-11-27 | - |
dc.date.issued | 2017-06-28 | - |
dc.identifier.citation | 47th IEEE/IFIP Annual International Conference on Dependable Systems and Networks (DSN), pp.249 - 260 | - |
dc.identifier.issn | 1530-0889 | - |
dc.identifier.uri | http://hdl.handle.net/10203/227355 | - |
dc.description.abstract | Network-based anomaly detection is a well-mined area of research, with many projects that have produced algorithms to detect suspicious and anomalous activities at strategic points in a network. In this paper, we examine how to integrate an anomaly detection development framework into existing software-defined network (SDN) infrastructures to support sophisticated anomaly detection services across the entire network data plane, not just at network egress boundaries. We present Athena as a new SDN-based software solution that exports a well-structured development interface and provides general purpose functions for rapidly synthesizing a wide range of anomaly detection services and network monitoring functions with minimal programming effort. Athena is a fully distributed application hosting architecture, enabling a unique degree of scalability from prior SDN security monitoring and analysis projects. We discuss example use-case scenarios with Athena's development libraries, and evaluate system performance with respect to usability, scalability, and overhead in real world environments. | - |
dc.language | English | - |
dc.publisher | IEEE Communications Society | - |
dc.title | Athena: A Framework for Scalable Anomaly Detection in Software-Defined Networks | - |
dc.type | Conference | - |
dc.identifier.wosid | 000424871200022 | - |
dc.identifier.scopusid | 2-s2.0-85031688017 | - |
dc.type.rims | CONF | - |
dc.citation.beginningpage | 249 | - |
dc.citation.endingpage | 260 | - |
dc.citation.publicationname | 47th IEEE/IFIP Annual International Conference on Dependable Systems and Networks (DSN) | - |
dc.identifier.conferencecountry | US | - |
dc.identifier.conferencelocation | Denver, CO, USA | - |
dc.identifier.doi | 10.1109/DSN.2017.42 | - |
dc.contributor.localauthor | Shin, Seungwon | - |
dc.contributor.nonIdAuthor | Porras, Phillip | - |
dc.contributor.nonIdAuthor | Yegneswaran, Vinod | - |
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