Agent-enabled Anomaly Detection in Resource Constrained Wireless Sensor Networks

Loading...
Thumbnail Image
File version
Author(s)
Usman, Muhammad
Griffith University Author(s)
Primary Supervisor
Other Supervisors
Editor(s)

Aruna Seneviratne

Date
2014
Size

499778 bytes

File type(s)

application/pdf

Location

Sydney, Australia

License
Abstract

The state-of-the-art network anomaly detection systems are often unable to correctly verify source of anomalies; they have occurred in situ or in transit. To address this issue, this study proposes an agent-enabled anomaly detection system in which mobile agents perform in situ verification of sensor nodes to verify source of anomalies. Moreover, mobile agent cannot be freely transmitted over the network, as transmission is several hundred times expensive operation as compare to processing. We optimize agent transmission through 2-sigma method. The formal behavior analysis of 2-sigma method is performed using Petri net theory to analyze its correctness. In future work, we aim to exploit cross-layer (XL) interaction to efficiently transmit mobile agent and perform quantitative analysis through experimental study.

Journal Title
Conference Title

A World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2014 IEEE 15th International Symposium on

Book Title
Edition
Volume
Issue
Thesis Type
Degree Program
School
Patent number
Funder(s)
Grant identifier(s)
Rights Statement
Rights Statement

© 2014 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.

Item Access Status
Note
Access the data
Related item(s)
Subject

Other information and computing sciences not elsewhere classified

Persistent link to this record
Citation