InforLorV4, Main, Exploration, bibRecord, 006F46

Network Traffic Classification for Intrusion Detection

Identifieur interne : 006F46 ( Main/Exploration ); précédent : 006F45; suivant : 006F47

Network Traffic Classification for Intrusion Detection

Auteurs : Tarek Abbes [France] ; Michaël Rusinowitch [France] ; Alakesh Haloi

Source :

RBID : Hal:inria-00070766

English descriptors

mix :
- detection rules organization, intrusion detection, traffic classification.

Abstract

Nowadays enterprises are looking for efficient security devices, like Intrusion Detection Systems (IDS), to supplement the firewalls supervision. Nevertheless, IDS are plugged with several problems that slow down their development: the high speed traffic and the increasing number of attack detection rules. We discuss in this paper new propositions to solve the outlined problems. Our first contribution consists in defining a new classification algorithm that splits the traffic using security policies and IDS characteristics. The proposed method can also be applied to quickly verify the detection rules. However, the memory consumption may grow up due to the increasing number of these rules. Therefore, we propose an efficient method to match the detection rules as our second contribution. The main idea is to properly organize the rules. This enables us to restrict the verification domain to only some ranges by taking advantage of the similarities and the differences between the different parts of the detection rules.

Url:

https://hal.inria.fr/inria-00070766

Affiliations:

Links toward previous steps (curation, corpus...)

to stream Hal, to step Corpus: 003532
to stream Hal, to step Curation: 003532
to stream Hal, to step Checkpoint: 004D76
to stream Main, to step Merge: 007325
to stream Main, to step Curation: 006F46

Le document en format XML

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<front><div type="abstract" xml:lang="en">Nowadays enterprises are looking for efficient security devices, like Intrusion Detection Systems (IDS), to supplement the firewalls supervision. Nevertheless, IDS are plugged with several problems that slow down their development: the high speed traffic and the increasing number of attack detection rules. We discuss in this paper new propositions to solve the outlined problems. Our first contribution consists in defining a new classification algorithm that splits the traffic using security policies and IDS characteristics. The proposed method can also be applied to quickly verify the detection rules. However, the memory consumption may grow up due to the increasing number of these rules. Therefore, we propose an efficient method to match the detection rules as our second contribution. The main idea is to properly organize the rules. This enables us to restrict the verification domain to only some ranges by taking advantage of the similarities and the differences between the different parts of the detection rules.</div>
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Network Traffic Classification for Intrusion Detection

Network Traffic Classification for Intrusion Detection

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