JAD: A generic framework for network anomaly detection using Java
| dc.contributor.author | Hock, Denis | |
| dc.contributor.author | Grob, Manuel | |
| dc.contributor.author | Kappes, Martin | |
| dc.contributor.editor | Horbach, Matthias | |
| dc.date.accessioned | 2019-03-07T09:31:44Z | |
| dc.date.available | 2019-03-07T09:31:44Z | |
| dc.date.issued | 2013 | |
| dc.description.abstract | In this paper, we introduce the Java Anomaly Detection (JAD) library which provides a convenient way for the statistical analysis of network traffic for anomalies and intrusions. JAD provides a fully documented generic Java class library with Application Programming Interfaces (APIs) to handle data and heuristic methods for network anomaly detection. The library uses GNU R in the background and thus offers a powerful toolset of well-known statistical methods. Here, we present the salient features of the library and showcase its functionality with examples. Abstract: Supported by: Federal Ministry of Economics and Technology on the basis of a decision by the German Bundestag. | en |
| dc.identifier.isbn | 978-3-88579-614-5 | |
| dc.identifier.pissn | 1617-5468 | |
| dc.identifier.uri | https://dl.gi.de/handle/20.500.12116/20649 | |
| dc.language.iso | en | |
| dc.publisher | Gesellschaft für Informatik e.V. | |
| dc.relation.ispartof | INFORMATIK 2013 – Informatik angepasst an Mensch, Organisation und Umwelt | |
| dc.relation.ispartofseries | Lecture Notes in Informatics (LNI) - Proceedings, Volume P-220 | |
| dc.title | JAD: A generic framework for network anomaly detection using Java | en |
| dc.type | Text/Conference Paper | |
| gi.citation.endPage | 2212 | |
| gi.citation.publisherPlace | Bonn | |
| gi.citation.startPage | 2198 | |
| gi.conference.date | 16.-20. September 2013 | |
| gi.conference.location | Koblenz | |
| gi.conference.sessiontitle | Regular Research Papers |
Dateien
Originalbündel
1 - 1 von 1