<?xml version="1.0" encoding="utf-8"?>
<TEI xmlns="http://www.tei-c.org/ns/1.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:hal="http://hal.archives-ouvertes.fr/" xmlns:gml="http://www.opengis.net/gml/3.3/" xmlns:gmlce="http://www.opengis.net/gml/3.3/ce" version="1.1" xsi:schemaLocation="http://www.tei-c.org/ns/1.0 http://api.archives-ouvertes.fr/documents/aofr-sword.xsd">
  <teiHeader>
    <fileDesc>
      <titleStmt>
        <title>HAL TEI export of hal-01568165</title>
      </titleStmt>
      <publicationStmt>
        <distributor>CCSD</distributor>
        <availability status="restricted">
          <licence target="https://creativecommons.org/publicdomain/zero/1.0/">CC0 1.0 - Universal</licence>
        </availability>
        <date when="2026-05-18T19:09:18+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">Inference of User-Facing Packets from Network Traffic</title>
            <author role="aut">
              <persName>
                <forename type="first">Marina</forename>
                <forename type="middle">Leao</forename>
                <surname>Lucena</surname>
              </persName>
              <idno type="halauthorid">1205766-0</idno>
              <affiliation ref="#struct-454663"/>
              <affiliation ref="#struct-160294"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Francesco</forename>
                <surname>Bronzino</surname>
              </persName>
              <email type="md5">0064a8ed80b9ff68c8c6cf7b5204df0a</email>
              <email type="domain">gmail.com</email>
              <idno type="idhal" notation="string">francesco-bronzino</idno>
              <idno type="idhal" notation="numeric">740518</idno>
              <idno type="halauthorid" notation="string">51710-740518</idno>
              <idno type="ARXIV">https://arxiv.org/a/bronzino_f_1</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-4447-960X</idno>
              <idno type="IDREF">https://www.idref.fr/253118646</idno>
              <affiliation ref="#struct-454663"/>
              <affiliation ref="#struct-160294"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Renata</forename>
                <surname>Teixeira</surname>
              </persName>
              <email type="md5">d25050da859329ffee08a7d3b8848645</email>
              <email type="domain">inria.fr</email>
              <idno type="idhal" notation="string">renata-teixeira</idno>
              <idno type="idhal" notation="numeric">1860</idno>
              <idno type="halauthorid" notation="string">6181-1860</idno>
              <idno type="IDREF">https://www.idref.fr/159034175</idno>
              <idno type="ORCID">https://orcid.org/0009-0002-6996-3502</idno>
              <affiliation ref="#struct-454663"/>
              <affiliation ref="#struct-160294"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Marina</forename>
                <surname>Leao Lucena</surname>
              </persName>
              <email type="md5">cd312519d6804453eeef30e122e1a62a</email>
              <email type="domain">gmail.com</email>
            </editor>
            <funder ref="#projanr-45619"/>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2017-07-24 22:05:13</date>
              <date type="whenModified">2026-01-19 16:46:18</date>
              <date type="whenReleased">2017-07-25 11:12:34</date>
              <date type="whenProduced">2017-07-04</date>
              <date type="whenEndEmbargoed">2017-07-24</date>
              <ref type="file" target="https://inria.hal.science/hal-01568165v1/document">
                <date notBefore="2017-07-24"/>
              </ref>
              <ref type="file" n="1" target="https://inria.hal.science/hal-01568165v1/file/inference-user-facing.pdf" id="file-1568165-1620639">
                <date notBefore="2017-07-24"/>
              </ref>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="542929">
                <persName>
                  <forename>Marina</forename>
                  <surname>Leao Lucena</surname>
                </persName>
                <email type="md5">cd312519d6804453eeef30e122e1a62a</email>
                <email type="domain">gmail.com</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-01568165</idno>
            <idno type="halUri">https://inria.hal.science/hal-01568165</idno>
            <idno type="halBibtex">lucena:hal-01568165</idno>
            <idno type="halRefHtml">Networking and Internet Architecture [cs.NI]. 2017</idno>
            <idno type="halRef">Networking and Internet Architecture [cs.NI]. 2017</idno>
            <availability status="restricted">
              <licence target="https://about.hal.science/hal-authorisation-v1/">HAL Authorization<ref corresp="#file-1568165-1620639"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="INRIA">INRIA - Institut National de Recherche en Informatique et en Automatique</idno>
            <idno type="stamp" n="INRIA-ROCQ">INRIA Paris - Rocquencourt</idno>
            <idno type="stamp" n="TESTALAIN1">TESTALAIN1</idno>
            <idno type="stamp" n="INRIA2">INRIA 2</idno>
            <idno type="stamp" n="INRIA2017">INRIA2017</idno>
            <idno type="stamp" n="SORBONNE-UNIVERSITE">Sorbonne Université</idno>
            <idno type="stamp" n="SU-SCIENCES" corresp="SORBONNE-UNIVERSITE">Faculté des Sciences de Sorbonne Université</idno>
            <idno type="stamp" n="SU-SCI" corresp="SORBONNE-UNIVERSITE">Sciences - Sorbonne Université</idno>
            <idno type="stamp" n="INSTITUTS-TELECOM">composantes instituts telecom </idno>
            <idno type="stamp" n="SU-TI">Sorbonne Université - Texte Intégral</idno>
            <idno type="stamp" n="ANR">ANR</idno>
            <idno type="stamp" n="ALLIANCE-SU"> Alliance Sorbonne Université</idno>
          </seriesStmt>
          <notesStmt>
            <note type="audience" n="2">International</note>
            <note type="degree" n="15">Master thesis</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">Inference of User-Facing Packets from Network Traffic</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Marina</forename>
                    <forename type="middle">Leao</forename>
                    <surname>Lucena</surname>
                  </persName>
                  <idno type="halauthorid">1205766-0</idno>
                  <affiliation ref="#struct-454663"/>
                  <affiliation ref="#struct-160294"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Francesco</forename>
                    <surname>Bronzino</surname>
                  </persName>
                  <email type="md5">0064a8ed80b9ff68c8c6cf7b5204df0a</email>
                  <email type="domain">gmail.com</email>
                  <idno type="idhal" notation="string">francesco-bronzino</idno>
                  <idno type="idhal" notation="numeric">740518</idno>
                  <idno type="halauthorid" notation="string">51710-740518</idno>
                  <idno type="ARXIV">https://arxiv.org/a/bronzino_f_1</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-4447-960X</idno>
                  <idno type="IDREF">https://www.idref.fr/253118646</idno>
                  <affiliation ref="#struct-454663"/>
                  <affiliation ref="#struct-160294"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Renata</forename>
                    <surname>Teixeira</surname>
                  </persName>
                  <email type="md5">d25050da859329ffee08a7d3b8848645</email>
                  <email type="domain">inria.fr</email>
                  <idno type="idhal" notation="string">renata-teixeira</idno>
                  <idno type="idhal" notation="numeric">1860</idno>
                  <idno type="halauthorid" notation="string">6181-1860</idno>
                  <idno type="IDREF">https://www.idref.fr/159034175</idno>
                  <idno type="ORCID">https://orcid.org/0009-0002-6996-3502</idno>
                  <affiliation ref="#struct-454663"/>
                  <affiliation ref="#struct-160294"/>
                </author>
              </analytic>
              <monogr>
                <imprint>
                  <date type="dateDefended">2017-07-04</date>
                </imprint>
                <authority type="institution">Pierre et Marie Curie, Paris VI</authority>
                <authority type="supervisor">Renata Teixeira</authority>
              </monogr>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <classCode scheme="halDomain" n="info.info-ni">Computer Science [cs]/Networking and Internet Architecture [cs.NI]</classCode>
              <classCode scheme="halTypology" n="MEM">Master thesis</classCode>
              <classCode scheme="halOldTypology" n="MEM">Master thesis</classCode>
              <classCode scheme="halTreeTypology" n="MEM">Master thesis</classCode>
            </textClass>
            <abstract xml:lang="en">
              <p>This thesis presents a technique to determine whether a user is actively interacting with a device from inside the network. By the observation of user's traffic, network operators can use the detection method to improve traffic management by prioritizing user facing flows. Understanding whether a user is using a device from inside the network requires separating user generated traffic from the one that is automatically generated by a machine in the background. To accomplish this, we apply three filtering methods, looking at request URLs and at the inter events distance and periodicity. Using real world data from eight devices in the UK collected with a tool capable of recording not only network traffic, but also user input, we show how our method separates the traffic generated by the user.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="researchteam" xml:id="struct-454663" status="OLD">
          <idno type="RNSR">201321105N</idno>
          <orgName>Measuring networks for enhancing USer Experience</orgName>
          <orgName type="acronym">MUSE</orgName>
          <date type="start">2017-01-01</date>
          <date type="end">2017-12-31</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/equipes/muse</ref>
          </desc>
          <listRelation>
            <relation active="#struct-454310" type="direct"/>
            <relation active="#struct-300009" type="indirect"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-160294" status="OLD">
          <orgName>Laboratory of Information, Network and Communication Sciences</orgName>
          <orgName type="acronym">LINCS</orgName>
          <desc>
            <address>
              <addrLine>23 avenue d'Italie 75013 Paris</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.lincs.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-93591" type="direct"/>
            <relation active="#struct-300009" type="direct"/>
            <relation active="#struct-302102" type="direct"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-454310" status="VALID">
          <idno type="IdRef">241614864</idno>
          <idno type="RNSR">196718247G</idno>
          <idno type="ROR">https://ror.org/05eyd5d35</idno>
          <orgName>Centre Inria de Paris</orgName>
          <date type="start">2016-03-10</date>
          <desc>
            <address>
              <addrLine>48 Rue Barrault, 75013 Paris</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/centre/paris</ref>
          </desc>
          <listRelation>
            <relation active="#struct-300009" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-300009" status="VALID">
          <idno type="ROR">https://ror.org/02kvxyf05</idno>
          <orgName>Institut National de Recherche en Informatique et en Automatique</orgName>
          <orgName type="acronym">Inria</orgName>
          <desc>
            <address>
              <addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/en/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-93591" status="OLD">
          <idno type="ROR">https://ror.org/02en5vm52</idno>
          <orgName>Université Pierre et Marie Curie - Paris 6</orgName>
          <orgName type="acronym">UPMC</orgName>
          <date type="end">2017-12-31</date>
          <desc>
            <address>
              <addrLine>4 place Jussieu - 75005 Paris</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.upmc.fr/</ref>
          </desc>
        </org>
        <org type="regroupinstitution" xml:id="struct-302102" status="VALID">
          <idno type="IdRef">192427156</idno>
          <idno type="ISNI">000000012202567X</idno>
          <idno type="ROR">https://ror.org/025vp2923</idno>
          <idno type="Wikidata">Q27962533</idno>
          <orgName>Institut Mines-Télécom [Paris]</orgName>
          <orgName type="acronym">IMT</orgName>
          <date type="start">2012-03-01</date>
          <desc>
            <address>
              <addrLine>19 Place Marguerite Perey, 91120 Palaiseau</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.imt.fr/</ref>
          </desc>
        </org>
      </listOrg>
      <listOrg type="projects">
        <org type="anrProject" xml:id="projanr-45619" status="VALID">
          <idno type="anr">ANR-15-CE25-0013</idno>
          <orgName>BottleNet</orgName>
          <desc>Comprendre et diagnostiquer les dégradations des communications de bout en bout dans l'Internet</desc>
          <date type="start">2015</date>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>