<?xml version="1.0"?>

<!DOCTYPE owl [
	<!ENTITY rdf "http://www.w3.org/1999/02/22-rdf-syntax-ns#">
	<!ENTITY rdfs "http://www.w3.org/2000/01/rdf-schema#">
	<!ENTITY xsd "http://www.w3.org/2001/XMLSchema#">
	<!ENTITY owl "http://www.w3.org/2002/07/owl#">
	<!ENTITY cc "http://web.resource.org/cc/#">
	<!ENTITY project "http://ebiquity.umbc.edu/ontology/project.owl#">
	<!ENTITY person "http://ebiquity.umbc.edu/ontology/person.owl#">
	<!ENTITY pub "http://ebiquity.umbc.edu/ontology/publication.owl#">
	<!ENTITY assert "http://ebiquity.umbc.edu/ontology/assertion.owl#">
]>

<!--

This ontology document is licensed under the Creative Commons
Attribution License. To view a copy of this license, visit
http://creativecommons.org/licenses/by/2.0/ or send a letter to
Creative Commons, 559 Nathan Abbott Way, Stanford, California
94305, USA.

-->

<rdf:RDF 
		xmlns:rdf = "&rdf;"
		xmlns:rdfs = "&rdfs;"
		xmlns:xsd = "&xsd;"
		xmlns:owl = "&owl;"
		xmlns:cc = "&cc;"
		xmlns:project = "&project;"
		xmlns:person = "&person;"
		xmlns:pub = "&pub;"
		xmlns:assert = "&assert;">
	<pub:TechReport rdf:about="http://ebiquity.umbc.edu/paper/html/id/1059/Cyber-All-Intel-An-AI-for-Security-Related-Threat-Intelligence">
		<rdfs:label><![CDATA[Cyber-All-Intel: An AI for Security Related Threat Intelligence]]></rdfs:label>
		<pub:title><![CDATA[Cyber-All-Intel: An AI for Security Related Threat Intelligence]]></pub:title>
		<pub:publishedOn rdf:datatype="&xsd;dateTime">2019-05-07T00:00:00-05:00</pub:publishedOn>
		<pub:abstract><![CDATA[Keeping up with threat intelligence is a must for a security analyst today. There is a volume of information present in `the wild' that affects an organization. We need to develop an artificial intelligence system that scours the intelligence sources to keep the analyst updated about various threats that pose a risk to her organization. A security analyst who is better `tapped in' can be more effective. This paper presents Cyber-All-Intel, an artificial intelligence system to aid a security analyst. It is a system for knowledge extraction, representation, and analytics in an end-to-end pipeline grounded in the cybersecurity informatics domain. It uses multiple knowledge representations like vector spaces and knowledge graphs in a 'VKG structure' to store incoming intelligence. The system also uses neural network models to improve its knowledge proactively. We have also created a query engine and an alert system that an analyst can use to find actionable cybersecurity insights.]]></pub:abstract>
		<pub:note><![CDATA[DOI:  <a href="https://doi.org/10.48550/arXiv.1905.02895">10.48550/arXiv.1905.02895</a>

<img src="https://i.imgur.com/rORH6Hp.png" style='height: 95%; width: 95%; object-fit: contain; display: block; margin-left: auto; margin-right: auto;'>]]></pub:note>
		<pub:organization><![CDATA[UMBC]]></pub:organization>
		<pub:counter>926</pub:counter>
		<pub:tag><![CDATA[ai]]></pub:tag>
		<pub:tag><![CDATA[cybersecurity]]></pub:tag>
		<pub:tag><![CDATA[knowledge graph]]></pub:tag>
		<pub:tag><![CDATA[natural language processing]]></pub:tag>
		<pub:tag><![CDATA[ontology]]></pub:tag>
		<pub:tag><![CDATA[owl]]></pub:tag>
		<pub:tag><![CDATA[rdf]]></pub:tag>
		<pub:tag><![CDATA[semantic web]]></pub:tag>
		<pub:publisher><![CDATA[CoRR abs/1905.02895]]></pub:publisher>
		<pub:author>
			<rdf:List>
				<rdf:first>
					<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>
				</rdf:first>
				<rdf:rest>					<rdf:List>
						<rdf:first>
							<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>
						</rdf:first>
						<rdf:rest>							<rdf:List>
								<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>
								</rdf:first>
								<rdf:rest rdf:resource="&rdf;nil" />
							</rdf:List>
						</rdf:rest>
					</rdf:List>
				</rdf:rest>
			</rdf:List>
		</pub:author>
		<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>
		</pub:firstAuthor>
		<pub:softCopy><pub:SoftCopy>
			<pub:softCopyFormat><![CDATA[PDF Document]]></pub:softCopyFormat>
			<pub:softCopyURI><![CDATA[http://ebiquity.umbc.edu/get/a/publication/1187.pdf]]></pub:softCopyURI>
			<pub:softCopySize>1344369</pub:softCopySize>
			</pub:SoftCopy>
			</pub:softCopy>
	</pub:TechReport>

<rdf:Description rdf:about="">
	<cc:License rdf:resource="http://creativecommons.org/licenses/by/2.0/" />
</rdf:Description>

</rdf:RDF>
