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    A multi-agent integrated analysis engine for decentralized network traffic monitoring

    You, Li

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    Li You2014-07-28.pdf (9.721Mb)
    Date
    2014
    Citation:
    You, L. (2014). A multi-agent integrated analysis engine for decentralized network traffic monitoring. An unpublished thesis submitted to Unitec Institute of Technology in ful filment of the requirements for the degree of Master of Computing.
    Permanent link to Research Bank record:
    https://hdl.handle.net/10652/2526
    Abstract
    The advent of decentralized systems have been considered as an immense progress as compared to existing centralized systems. In this research, we present an extensible, exible, stable and to the utmost, decentralized network traffic analysis system. The core module of the system is a bunch of collaborative real-time analysis engines/agents capable of actively acting in a knowledge sharing environment, and conducting the fast and precise interpretation on security related information. In building the communication foundation for multi-agent coordination, a new TCP/IP and UDP hybrid based communication protocol is proposed, which ensures a smooth and stable information exchange in between agents, and preserves network communication privacy. The developed integrated network traffic engine exhibits (1) collective intelligence of multiple analysis engines; (2) resilience of decentralized security system; and (3) privacy reservation of encrypted network communications.
    Keywords:
    network traffic analysis, networks, real-time analysis engines/agents, decentralized systems, network security, network privacy, network encrypted communications
    ANZSRC Field of Research:
    100503 Computer Communications Networks, 080303 Computer System Security
    Degree:
    Master of Computing, Unitec Institute of Technology
    Supervisors:
    Pang, Paul
    Copyright Holder:
    Author

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    This digital work is protected by copyright. It may be consulted by you, provided you comply with the provisions of the Act and the following conditions of use. These documents or images may be used for research or private study purposes. Whether they can be used for any other purpose depends upon the Copyright Notice above. You will recognise the author's and publishers rights and give due acknowledgement where appropriate.
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    • Computing Dissertations and Theses [90]

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