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	<pub:InProceedings rdf:about="http://ebiquity.umbc.edu/paper/html/id/526/ATM-Automated-Trust-Management-for-Mobile-Ad-hoc-Networks-Using-Support-Vector-Machine">
		<rdfs:label><![CDATA[ATM: Automated Trust Management for Mobile Ad-hoc Networks Using Support Vector Machine]]></rdfs:label>
		<pub:title><![CDATA[ATM: Automated Trust Management for Mobile Ad-hoc Networks Using Support Vector Machine]]></pub:title>
		<pub:publishedOn rdf:datatype="&xsd;dateTime">2011-06-06T00:00:00-05:00</pub:publishedOn>
		<pub:abstract><![CDATA[Mobile Ad-hoc NETworks (MANETs) are extremely susceptible to various misbehaviors, and a variety of trust management schemes have been proposed to detect and mitigate them. Most schemes rely on a set of pre-defined weights to determine how the extent of each misbehavior is used to evaluate the trustworthiness. However, due to the extremely dynamic nature of MANETs, it is not possible to determine a set of weights that are appropriate for all contexts. In this paper, an Automated Trust Management (ATM) system for MANETs is described that uses a support vector machine classifier to detect malicious MANET nodes. The ATM scheme is resilient to attempts by a malicious MANET node to hide its nature by varying its misbehavior patterns over time. The performance of the ATM scheme is evaluated via an extensive simulation study and compared with existing approaches.]]></pub:abstract>
		<pub:pages><![CDATA[291-292]]></pub:pages>
		<pub:note><![CDATA[DOI: <a href="https//doi.org/10.1109/MDM.2011.21">10.1109/MDM.2011.21</a>

<img src="https://i.imgur.com/O89uuV0.png" style='height: 90%; width: 90%; object-fit: contain; display: block; margin-left: auto; margin-right: auto;'>]]></pub:note>
		<pub:counter>2139</pub:counter>
		<pub:tag><![CDATA[ai]]></pub:tag>
		<pub:tag><![CDATA[cybersecurity]]></pub:tag>
		<pub:tag><![CDATA[manet]]></pub:tag>
		<pub:tag><![CDATA[security]]></pub:tag>
		<pub:tag><![CDATA[svm]]></pub:tag>
		<pub:tag><![CDATA[trust]]></pub:tag>
		<pub:tag><![CDATA[trust management]]></pub:tag>
		<pub:booktitle><![CDATA[12th IEEE International Conference on Mobile Data Management (MDM 2011)]]></pub:booktitle>
		<pub:publisher><![CDATA[IEEE Computer Society]]></pub:publisher>
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					<person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Anupam/Joshi"><person:name><![CDATA[Anupam Joshi]]></person:name><rdfs:label><![CDATA[Anupam Joshi]]></rdfs:label></person:Person>
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							<person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Wenjia/Li"><person:name><![CDATA[Wenjia Li]]></person:name><rdfs:label><![CDATA[Wenjia Li]]></rdfs:label></person:Person>
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									<person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Tim/Finin"><person:name><![CDATA[Tim Finin]]></person:name><rdfs:label><![CDATA[Tim Finin]]></rdfs:label></person:Person>
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			<pub:softCopyFormat><![CDATA[PDF Document]]></pub:softCopyFormat>
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