Plug & execute framework for network traffic generation

Uta Ziegler; Youssif B. Al-Nashif; Salim Hariri

doi:10.1145/1852666.1852720

Plug & execute framework for network traffic generation

Uta Ziegler, Youssif B. Al-Nashif, Salim Hariri

Electrical and Computer Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Evaluating IDS algorithms and systems is often an ad-hoc process and makes it hard to compare evaluation results and performance of IDS systems. There is a need for divers and realistic test traffic and for developing metrics to be able to judge whether some generated traffic is a representative sample of observed traffic. In this paper, the authors propose a framework for a network traffic generator which creates diverse traffic through a variety of traffic sources and describe a working implementation of it. The lessons learned from this experience can serve as the basis to create a detailed specification for an open-source implementation of the framework.

Original language	English (US)
Title of host publication	6th Annual Cyber Security and Information Intelligence Research Workshop
Subtitle of host publication	Cyber Security and Information Intelligence Challenges and Strategies, CSIIRW10
DOIs	https://doi.org/10.1145/1852666.1852720
State	Published - 2010
Event	6th Annual Cyber Security and Information Intelligence Research Workshop: Cyber Security and Information Intelligence Challenges and Strategies, CSIIRW10 - Oak Ridge, TN, United States Duration: Apr 21 2010 → Apr 23 2010

Publication series

Name	ACM International Conference Proceeding Series

Other

Other	6th Annual Cyber Security and Information Intelligence Research Workshop: Cyber Security and Information Intelligence Challenges and Strategies, CSIIRW10
Country/Territory	United States
City	Oak Ridge, TN
Period	4/21/10 → 4/23/10

Keywords

network traffic generation
open-source
self-configuration

ASJC Scopus subject areas

Software
Human-Computer Interaction
Computer Vision and Pattern Recognition
Computer Networks and Communications

Access to Document

10.1145/1852666.1852720

Cite this

Ziegler, U., Al-Nashif, Y. B., & Hariri, S. (2010). Plug & execute framework for network traffic generation. In 6th Annual Cyber Security and Information Intelligence Research Workshop: Cyber Security and Information Intelligence Challenges and Strategies, CSIIRW10 Article 1852720 (ACM International Conference Proceeding Series). https://doi.org/10.1145/1852666.1852720

Plug & execute framework for network traffic generation. / Ziegler, Uta; Al-Nashif, Youssif B.; Hariri, Salim.
6th Annual Cyber Security and Information Intelligence Research Workshop: Cyber Security and Information Intelligence Challenges and Strategies, CSIIRW10. 2010. 1852720 (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Ziegler, U, Al-Nashif, YB & Hariri, S 2010, Plug & execute framework for network traffic generation. in 6th Annual Cyber Security and Information Intelligence Research Workshop: Cyber Security and Information Intelligence Challenges and Strategies, CSIIRW10., 1852720, ACM International Conference Proceeding Series, 6th Annual Cyber Security and Information Intelligence Research Workshop: Cyber Security and Information Intelligence Challenges and Strategies, CSIIRW10, Oak Ridge, TN, United States, 4/21/10. https://doi.org/10.1145/1852666.1852720

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abstract = "Evaluating IDS algorithms and systems is often an ad-hoc process and makes it hard to compare evaluation results and performance of IDS systems. There is a need for divers and realistic test traffic and for developing metrics to be able to judge whether some generated traffic is a representative sample of observed traffic. In this paper, the authors propose a framework for a network traffic generator which creates diverse traffic through a variety of traffic sources and describe a working implementation of it. The lessons learned from this experience can serve as the basis to create a detailed specification for an open-source implementation of the framework.",

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AB - Evaluating IDS algorithms and systems is often an ad-hoc process and makes it hard to compare evaluation results and performance of IDS systems. There is a need for divers and realistic test traffic and for developing metrics to be able to judge whether some generated traffic is a representative sample of observed traffic. In this paper, the authors propose a framework for a network traffic generator which creates diverse traffic through a variety of traffic sources and describe a working implementation of it. The lessons learned from this experience can serve as the basis to create a detailed specification for an open-source implementation of the framework.

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ER -

Plug & execute framework for network traffic generation

Abstract

Publication series

Other

Keywords

ASJC Scopus subject areas

Access to Document

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