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		<rdfs:label><![CDATA[Semantic Situational Awareness for Intrusion Detection]]></rdfs:label>
		<project:title><![CDATA[Semantic Situational Awareness for Intrusion Detection]]></project:title>
		<project:description><![CDATA[We are developing a situation-aware intrusion detection system that integrates heterogeneous sources of information to build and maintain a semantically rich knowledge-base about cyber threats and vulnerabilities.  Most current intrusion detection and prevention systems rely on signature-based approaches to detect attacks. When an attack signature is not available, such as for a new exploit or a significantly modified known one, such systems are much less effective. Moreover, these intrusion detection systems are point-based solutions which do not make effective use of heterogeneous data sources, which can provide im-portant information related to intrusions which are not yet available as signature patterns. This information can also help detect low-and-slow attacks in which small intrusions that are spatially and temporally apart combine to build a more elaborate attack.]]></project:description>
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				<pub:title><![CDATA[A Collaborative Approach to Situational Awareness for CyberSecurity]]></pub:title>
				<rdfs:label><![CDATA[A Collaborative Approach to Situational Awareness for CyberSecurity]]></rdfs:label>
				<pub:booktitle><![CDATA[8th IEEE Int. Conf. on Collaborative Computing: Networking, Applications and Worksharing]]></pub:booktitle>
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				<pub:title><![CDATA[A Semantic Approach to Situational Awareness for Intrusion Detection]]></pub:title>
				<rdfs:label><![CDATA[A Semantic Approach to Situational Awareness for Intrusion Detection]]></rdfs:label>
				<pub:booktitle><![CDATA[Proceedings of the National Symposium on Moving Target Research]]></pub:booktitle>
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				<pub:publishedOn rdf:datatype="&xsd;dateTime">2012-06-11T00:00:00-05:00</pub:publishedOn>
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				<pub:title><![CDATA[A Knowledge-Based Approach To Intrusion Detection Modeling]]></pub:title>
				<rdfs:label><![CDATA[A Knowledge-Based Approach To Intrusion Detection Modeling]]></rdfs:label>
				<pub:booktitle><![CDATA[Proceedings of the IEEE Workshop on Semantic Computing and Security]]></pub:booktitle>
				<pub:publisher><![CDATA[IEEE Computer Society]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2012-05-24T00:00:00-05:00</pub:publishedOn>
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				<pub:title><![CDATA[Extracting Information about Security Vulnerabilities from Web Text]]></pub:title>
				<rdfs:label><![CDATA[Extracting Information about Security Vulnerabilities from Web Text]]></rdfs:label>
				<pub:booktitle><![CDATA[Proceedings of the Web Intelligence for Information Security Workshop]]></pub:booktitle>
				<pub:publisher><![CDATA[IEEE Computer Society Press]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2011-08-22T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Varish/Mulwad"><person:name><![CDATA[Varish Mulwad]]></person:name><rdfs:label><![CDATA[Varish Mulwad]]></rdfs:label></person:Person>
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				<pub:title><![CDATA[Intrusion Detection:  Modeling System State to Detect and Classify Aberrant Behavior]]></pub:title>
				<rdfs:label><![CDATA[Intrusion Detection:  Modeling System State to Detect and Classify Aberrant Behavior]]></rdfs:label>
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				<rdfs:label><![CDATA[Data Mining, Semantics and Intrusion Detection: What to dig for and Where to find it]]></rdfs:label>
				<pub:booktitle><![CDATA[Next Generation Data Mining]]></pub:booktitle>
				<pub:publisher><![CDATA[MIT Press]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2003-12-30T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><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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				<pub:title><![CDATA[Modeling Computer Attacks: An Ontology for Intrusion Detection]]></pub:title>
				<rdfs:label><![CDATA[Modeling Computer Attacks: An Ontology for Intrusion Detection]]></rdfs:label>
				<pub:booktitle><![CDATA[The Sixth International Symposium on Recent Advances in Intrusion Detection]]></pub:booktitle>
				<pub:publisher><![CDATA[Springer]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2003-09-16T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Jeffrey/Undercoffer"><person:name><![CDATA[Jeffrey Undercoffer]]></person:name><rdfs:label><![CDATA[Jeffrey Undercoffer]]></rdfs:label></person:Person>
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			<pub:Article rdf:about="http://ebiquity.umbc.edu/paper/html/id/61/Using-DAML-OIL-to-classify-intrusive-behaviours">
				<pub:title><![CDATA[Using DAML+OIL to classify intrusive behaviours]]></pub:title>
				<rdfs:label><![CDATA[Using DAML+OIL to classify intrusive behaviours]]></rdfs:label>
				<pub:journal><![CDATA[Knowledge Engineering Review]]></pub:journal>
				<pub:publisher><![CDATA[Cambridge University Press]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2003-09-01T00:00:00-05:00</pub:publishedOn>
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			<pub:InProceedings rdf:about="http://ebiquity.umbc.edu/paper/html/id/63/A-Target-Centric-Ontology-for-Intrusion-Detection">
				<pub:title><![CDATA[A Target-Centric Ontology for Intrusion Detection]]></pub:title>
				<rdfs:label><![CDATA[A Target-Centric Ontology for Intrusion Detection]]></rdfs:label>
				<pub:booktitle><![CDATA[Proceedings of the IJCAI-03 Workshop on Ontologies and Distributed Systems]]></pub:booktitle>
				<pub:publisher><![CDATA[CEUR]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2003-07-31T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/John/Pinkston"><person:name><![CDATA[John Pinkston]]></person:name><rdfs:label><![CDATA[John Pinkston]]></rdfs:label></person:Person>
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