Software Open Access

AFAgarap/malware-classification v0.1-alpha

Abien Fred Agarap


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<resource xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://datacite.org/schema/kernel-4" xsi:schemaLocation="http://datacite.org/schema/kernel-4 http://schema.datacite.org/meta/kernel-4.1/metadata.xsd">
  <identifier identifierType="DOI">10.5281/zenodo.1134207</identifier>
  <creators>
    <creator>
      <creatorName>Abien Fred Agarap</creatorName>
      <affiliation>@ACOMSS-Coders</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Afagarap/Malware-Classification V0.1-Alpha</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2017</publicationYear>
  <subjects>
    <subject>artificial intelligence</subject>
    <subject>artificial neural networks</subject>
    <subject>classification</subject>
    <subject>computer vision</subject>
    <subject>convolutional neural networks</subject>
    <subject>deep learning</subject>
    <subject>gated recurrent unit</subject>
    <subject>machine learning</subject>
    <subject>malware detection</subject>
    <subject>multilayer perceptron</subject>
    <subject>recurrent neural network</subject>
    <subject>supervised learning</subject>
    <subject>support vector machine</subject>
    <subject>tensorflow</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2017-12-31</date>
  </dates>
  <language>en</language>
  <resourceType resourceTypeGeneral="Software"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/1134207</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsSupplementTo">https://github.com/AFAgarap/malware-classification/tree/v0.1-alpha</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.1134206</relatedIdentifier>
  </relatedIdentifiers>
  <version>v0.1-alpha</version>
  <rightsList>
    <rights rightsURI="http://www.opensource.org/licenses/Apache-2.0">Apache Software License 2.0</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;Code implementation of &amp;quot;Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine (SVM) for Malware Classification&amp;quot;&lt;/p&gt;</description>
  </descriptions>
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