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	<pub:InProceedings rdf:about="http://ebiquity.umbc.edu/paper/html/id/945/Knowledge-Enrichment-by-Fusing-Representations-for-Malware-Threat-Intelligence-and-Behavior">
		<rdfs:label><![CDATA[Knowledge Enrichment by Fusing Representations for Malware Threat Intelligence and Behavior]]></rdfs:label>
		<pub:title><![CDATA[Knowledge Enrichment by Fusing Representations for Malware Threat Intelligence and Behavior]]></pub:title>
		<pub:publishedOn rdf:datatype="&xsd;dateTime">2020-11-15T00:00:00-05:00</pub:publishedOn>
		<pub:abstract><![CDATA[Security engineers and researchers use their disparate knowledge and discretion to identify malware present in a system. Sometimes, they may also use previously extracted knowledge and available Cyber Threat Intelligence (CTI) about known attacks to establish a pattern. To aid in this process, they need knowledge about malware behavior mapped to available CTI. Such mappings enrich our CKG and also help verify the information. In this paper, we retrieve malware samples and execute them in a local system. The tracked malware behavior is represented in our Cybersecurity Knowledge Graph (CKG), so that a security professional can reason with behavioral information present in the knowledge graph and draw parallels with that information. We also merge the behavioral information with knowledge extracted from CTI sources, like technical reports and blogs about the same malware, so that we can significantly improve the reasoning capabilities of our CKG.]]></pub:abstract>
		<pub:pages><![CDATA[47-52]]></pub:pages>
		<pub:note><![CDATA[DOI: <a href="https://doi.org/10.1109/ISI49825.2020.9280512">10.1109/ISI49825.2020.9280512</a>
<img src="https://i.imgur.com/oVK2DxO.png" style='height: 98%; width: 98%; object-fit: contain; display: block; margin-left: auto; margin-right: auto;'>]]></pub:note>
		<pub:organization><![CDATA[IEEE]]></pub:organization>
		<pub:counter>1198</pub:counter>
		<pub:tag><![CDATA[ai]]></pub:tag>
		<pub:tag><![CDATA[cybersecurity]]></pub:tag>
		<pub:tag><![CDATA[knowledge graph]]></pub:tag>
		<pub:tag><![CDATA[malware]]></pub:tag>
		<pub:tag><![CDATA[natural language processing]]></pub:tag>
		<pub:tag><![CDATA[natural language processing]]></pub:tag>
		<pub:tag><![CDATA[rdf]]></pub:tag>
		<pub:tag><![CDATA[security]]></pub:tag>
		<pub:booktitle><![CDATA[IEEE International Conference on Intelligence and Security Informatics (ISI)]]></pub:booktitle>
		<pub:publisher><![CDATA[IEEE Press]]></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/Tim/Finin"><person:name><![CDATA[Tim Finin]]></person:name><rdfs:label><![CDATA[Tim Finin]]></rdfs:label></person:Person>
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								<rdf:first>
									<person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Sudip/Mittal"><person:name><![CDATA[Sudip Mittal]]></person:name><rdfs:label><![CDATA[Sudip Mittal]]></rdfs:label></person:Person>
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											<person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Aritran/Piplai"><person:name><![CDATA[Aritran Piplai]]></person:name><rdfs:label><![CDATA[Aritran Piplai]]></rdfs:label></person:Person>
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													<person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Maanak/Gupta"><person:name><![CDATA[Maanak Gupta]]></person:name><rdfs:label><![CDATA[Maanak Gupta]]></rdfs:label></person:Person>
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															<person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Mahmoud/Abdelsalam"><person:name><![CDATA[Mahmoud Abdelsalam]]></person:name><rdfs:label><![CDATA[Mahmoud Abdelsalam]]></rdfs:label></person:Person>
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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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