%0 Conference Proceedings
%T Network Anomaly Detection: Comparison and Real-Time Issues
%+ IT4Innovations - National Supercomputing Center [Ostrava]
%A Bartoš, Václav
%A Žádník, Martin
%Z Part 6: PhD Workshop—Intrusion Detection
%< avec comité de lecture
%( Lecture Notes in Computer Science
%B 6th International Conference on Autonomous Infrastructure (AIMS)
%C Luxembourg, Luxembourg
%Y Ramin Sadre
%Y Jiří Novotný
%Y Pavel Čeleda
%Y Martin Waldburger
%Y Burkhard Stiller
%I Springer
%3 Dependable Networks and Services
%V LNCS-7279
%P 118-121
%8 2012-06-04
%D 2012
%R 10.1007/978-3-642-30633-4_15
%Z Computer Science [cs]
%Z Computer Science [cs]/Networking and Internet Architecture [cs.NI]Conference papers
%X This paper discusses several issues of evaluation and comparison of anomaly detection algorithms, namely lack of publicly available implementations and annotated data sets. Another problem of many methods is a detection delay caused by operating on data binned to a long time intervals. The paper presents a library under development which aims to tackle the comparison and evaluation issues. Further, the paper proposes a novel anomaly detection approach that can contribute to anomaly detection in real-time.
%G English
%Z TC 6
%Z WG 6.6
%2 https://inria.hal.science/hal-01529795/document
%2 https://inria.hal.science/hal-01529795/file/978-3-642-30633-4_15_Chapter.pdf
%L hal-01529795
%U https://inria.hal.science/hal-01529795
%~ IFIP-LNCS
%~ IFIP
%~ IFIP-TC
%~ IFIP-TC6
%~ IFIP-AIMS
%~ IFIP-WG6-6
%~ IFIP-LNCS-7279