Conference paper Open Access

Learning Graph-based Heuristics for Pointer Analysis without Handcrafting Application-Specific Features

Minseok Jeon; Myungho Lee; Hakjoo Oh


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  <identifier identifierType="DOI">10.5281/zenodo.4040341</identifier>
  <creators>
    <creator>
      <creatorName>Minseok Jeon</creatorName>
      <affiliation>Korea University</affiliation>
    </creator>
    <creator>
      <creatorName>Myungho Lee</creatorName>
      <affiliation>Korea University</affiliation>
    </creator>
    <creator>
      <creatorName>Hakjoo Oh</creatorName>
      <affiliation>Korea University</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Learning Graph-based Heuristics for Pointer Analysis without Handcrafting Application-Specific Features</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2020</publicationYear>
  <dates>
    <date dateType="Issued">2020-09-22</date>
  </dates>
  <language>en</language>
  <resourceType resourceTypeGeneral="ConferencePaper"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/4040341</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.4040340</relatedIdentifier>
  </relatedIdentifiers>
  <version>1</version>
  <rightsList>
    <rights rightsURI="https://opensource.org/licenses/MIT">MIT License</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;&lt;strong&gt;Graphick&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Graphick &lt;/strong&gt;is&amp;nbsp;a new technique for automatically learning graph-based heuristics for pointer analys. We implemetned Graphick on top of Doop and used it to learn graph-based heuristics for object sensitivity and heap abstraction. This is the artifact (VirtualBox image) of our technique &lt;strong&gt;Graphick&lt;/strong&gt;&amp;nbsp;in the paper &amp;quot;Learning Graph-based Heuristics for Pointer Analysis without Handcrafting Application-Specific Features&amp;quot;. For more&amp;nbsp;details,&amp;nbsp;please read our paper.&lt;/p&gt;</description>
  </descriptions>
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