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<meta name=Title content="18-739 Foundations of Security and Privacy">
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<body lang=EN-US link=blue vlink=blue style='tab-interval:.5in'>

<div class=WordSection1>

<h1 style='margin-top:.1pt;margin-right:0in;margin-bottom:.1pt;margin-left:
0in'>18-734 — Foundations of Privacy</h1>

<p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p>

<h3 style='margin-top:.1pt;margin-right:0in;margin-bottom:.1pt;margin-left:
0in'>Schedule (subject to change)</h3>

<p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p>

<table class=MsoNormalTable border=1 cellpadding=0 style='mso-cellspacing:1.5pt;
 mso-yfti-tbllook:1184;mso-padding-alt:0in 5.4pt 0in 5.4pt'>
 <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes'>
  <td width=240 style='width:179.95pt;padding:3.5pt 1.5pt 3.5pt 1.5pt'>
  <p class=MsoNormal align=center style='text-align:center'><b
  style='mso-bidi-font-weight:normal'><span style='font-size:14.0pt;mso-bidi-font-family:
  "Times New Roman"'>Date</span></b><span style='mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></p>
  </td>
  <td style='padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal align=center style='text-align:center'><b
  style='mso-bidi-font-weight:normal'><span style='font-size:14.0pt;mso-bidi-font-family:
  "Times New Roman"'>Topic</span></b><span style='mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></p>
  </td>
  <td style='padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal align=center style='text-align:center'><b
  style='mso-bidi-font-weight:normal'><span style='font-size:14.0pt;mso-bidi-font-family:
  "Times New Roman"'>Reading</span></b><span style='mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></p>
  </td>
  <td style='padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal align=center style='text-align:center'><b
  style='mso-bidi-font-weight:normal'><span style='font-size:14.0pt;mso-bidi-font-family:
  "Times New Roman"'>Notes</span></b><span style='mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:1' fgcolor=black>
  <td colspan=4 valign=top style='background:yellow;padding:4.5pt 1.5pt 4.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal align=center style='text-align:center'><span
  style='font-size:14.0pt;mso-bidi-font-family:"Times New Roman"'>Classes start
  Sep 9<o:p></o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:2'>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Mon
  Sep 09<o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Course
  Overview [<a href="lectures/18734-CourseOverview.pdf">Slides</a>, <a
  href="video/Lecture01.mp4">Video</a>]<o:p></o:p></span></p>
  <p class=MsoNormal><u><span style='mso-bidi-font-family:"Times New Roman"'>Central
  Questions:<o:p></o:p></span></u></p>
  <p class=MsoListParagraphCxSpFirst style='margin-left:39.0pt;mso-add-space:
  auto;text-indent:-.25in;mso-list:l0 level1 lfo1'><![if !supportLists]><span
  style='font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
  Symbol'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
  </span></span></span><![endif]><span style='mso-bidi-font-family:"Times New Roman"'>What
  is privacy?<o:p></o:p></span></p>
  <p class=MsoListParagraphCxSpLast style='margin-left:39.0pt;mso-add-space:
  auto;text-indent:-.25in;mso-list:l0 level1 lfo1'><![if !supportLists]><span
  style='font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
  Symbol'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
  </span></span></span><![endif]><span style='mso-bidi-font-family:"Times New Roman"'>How
  can we protect privacy?<o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <ul style='margin-top:0in' type=disc>
   <li class=MsoNormal style='mso-list:l8 level1 lfo2;tab-stops:list .5in'><a
       href="http://www.cmu.edu/policies/documents/Computing.htm">CMU Computing
       Policy</a></li>
   <li class=MsoNormal style='mso-list:l8 level1 lfo2;tab-stops:list .5in'><a
       href="http://www.cmu.edu/policies/documents/Cheating.html">CMU Policy on
       Cheating</a></li>
  </ul>
  <p class=MsoNormal style='margin-left:.5in'><o:p>&nbsp;</o:p></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>&nbsp;<o:p></o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:3' fgcolor=white>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Wed
  Sep 11<o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Conceptual
  frameworks for understanding privacy [<a href="lectures/18734-Conceptions.pdf">Slides</a>,
  <a href="video/Lecture02.mp4">Video</a>]<o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <ul style='margin-top:0in' type=disc>
   <li class=MsoNormal style='mso-list:l6 level1 lfo3;tab-stops:list .5in'><a
       href="https://www.privacyrights.org/ar/fairinfo.htm">Fair Information
       Principles</a></li>
   <li class=MsoNormal style='mso-list:l6 level1 lfo3;tab-stops:list .5in'><a
       href="http://plato.stanford.edu/entries/privacy/">Overview article in
       Stanford Encyclopedia of Philosophy</a></li>
   <li class=MsoNormal style='mso-list:l6 level1 lfo3;tab-stops:list .5in'><span
       class=SpellE>Nissenbaum</span>, <a
       href="http://www.andrew.cmu.edu/user/danupam/RevnissenbaumDTP31.pdf">Privacy
       as Contextual Integrity</a> (see also: <a
       href="http://www.sup.org/book.cgi?id=8862">Privacy in Context</a>)</li>
   <li class=MsoNormal style='mso-list:l6 level1 lfo3;tab-stops:list .5in'><span
       class=SpellE>Solove</span>, <a
       href="http://papers.ssrn.com/sol3/papers.cfm?abstract_id=667622">A
       Taxonomy of Privacy</a><o:p></o:p></li>
  </ul>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Recitation:
  Friday Sep 13: Introduction to Logic [<a href="lectures/Recitation01.pdf">Slides</a>,
  <a href="video/Recitation01.mp4">Video</a>]<o:p></o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:4'>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p><o:p>&nbsp;</o:p></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal align=center style='margin-left:.5in;text-align:center'><b
  style='mso-bidi-font-weight:normal'>Privacy through Accountability<o:p></o:p></b></p>
  <p class=MsoNormal align=center style='margin-left:.5in;text-align:center'><b
  style='mso-bidi-font-weight:normal'>Application domains: Healthcare and Web
  Privacy<o:p></o:p></b></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:5'>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Mon
  Sep 16<o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Specifying
  Privacy Policies: <o:p></o:p></span></p>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Contextual
  Integrity &amp; Logics of Privacy <o:p></o:p></span></p>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Case
  study: HIPAA Privacy Rule [<a href="lectures/18734-Specification.pdf">Slides</a>,
  <a href="video/Lecture03.mp4">Video</a>]<o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <ul style='margin-top:0in' type=disc>
   <li class=MsoNormal style='mso-list:l11 level1 lfo4;tab-stops:list .5in'>Privacy
       and Contextual Integrity: Framework and Applications [<a
       href="http://www.andrew.cmu.edu/user/danupam/bdmn-oakland06.pdf">PDF</a>]</li>
   <li class=MsoNormal style='mso-list:l11 level1 lfo4;tab-stops:list .5in'>Experiences
       in the Logical Specification of the HIPAA and GLBA Privacy Laws [<a
       href="http://www.andrew.cmu.edu/user/danupam/dgjkd-wpes2010.pdf">PDF</a>]<o:p></o:p></li>
  </ul>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:6'>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Wed
  Sep 18<o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Privacy
  Policy Enforcement through Audit<o:p></o:p></span></p>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Case
  study: HIPAA Privacy Rule [<a href="lectures/18734-Audit-reduce.pdf">Slides</a>,
  <a href="video/Lecture04.mp4">Video</a>] <o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'><!-- <ul><li><a href=""></a>,</li></ul> -->
  <ul style='margin-top:0in' type=disc>
   <li class=MsoNormal style='mso-list:l16 level1 lfo5;tab-stops:list .5in'>Policy
       Auditing over Incomplete Logs: Theory, Implementation and Applications <a
       href="http://www.andrew.cmu.edu/user/danupam/gjd-ccs2011.pdf">[PDF]</a> <a
       href="http://arxiv.org/pdf/1102.2521v3.pdf">[TR]</a> </li>
  </ul>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Recitation:
  More Logic [<a href="lectures/Recitation02.pdf">Slides</a>, <a
  href="video/Recitation02.mp4">Video</a>]<o:p></o:p></span></p>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>HW1
  out (Sep 20) <a href="hw/HW1.pdf">[PDF]</a> <!--a href="hw/sol_1.zip">[Solution]</a--><o:p></o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:7'>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Mon
  Sep 23 <o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p>Purpose Restrictions in Privacy Policies: Semantics and Audit</p>
  <p class=MsoNormal><span style='font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'>[<a
  href="lectures/18734-Purpose.pdf">Slides</a>] [<b>No video today - the video
  has no sound due to technical errors</b>] <o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <ul type=disc>
   <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l12 level1 lfo6;tab-stops:list .5in'><span
       style='mso-bidi-font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'>Formalizing
       and Enforcing Purpose Restrictions in Privacy Policies <a
       href="http://www.andrew.cmu.edu/user/danupam/TschantzDattaWing12.pdf">[PDF]</a><o:p></o:p></span></li>
   <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l12 level1 lfo6;tab-stops:list .5in'><span
       style='mso-bidi-font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'>Purpose
       Restrictions on Information Use [<a
       href="http://www.cylab.cmu.edu/files/pdfs/tech_reports/CMUCyLab13005.pdf">PDF</a>]<o:p></o:p></span></li>
  </ul>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='font-size:10.0pt;mso-fareast-font-family:
  "Times New Roman";mso-fareast-theme-font:minor-fareast'><o:p>&nbsp;</o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:8'>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Wed
  Sep 25<o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p>Privacy-related Compliance: </p>
  <p>Industry Experiences: Methods and Tools I <b style='mso-bidi-font-weight:
  normal'>[Lecture not recorded]</b></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;
  margin-left:.5in'><span style='mso-bidi-font-size:10.0pt;mso-bidi-font-family:
  "Times New Roman"'><o:p>&nbsp;</o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Recitation:
  Introduction to MDP <a href="lectures/Recitation03.pdf">Slides</a>, <a
  href="lectures/lect0404.pdf">Slides</a>, <a href="video/Recitation03.mp4">Video</a>]<o:p></o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:9' fgcolor=white>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Mon
  Sep 30 <o:p></o:p></span></p>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>(Guest
  Lecture: <o:p></o:p></span></p>
  <p><a href="http://www.linkedin.com/pub/jing-mackenzie/0/74b/b66">Jing <span
  class=SpellE>MacKenzie</span></a>, Aetna)<o:p></o:p></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p>Health Information Privacy and Security: Industry Perspective</p>
  <p class=MsoNormal><span style='font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'>[<a
  href="lectures/Jing.pdf">Slides</a>, <a href="video/Lecture06.mp4">Video</a>]
  <o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'></td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:10' fgcolor=white>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Wed
  Oct 02 <o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p>Privacy-related Compliance: </p>
  <p>Industry Experiences: Methods and Tools II <b style='mso-bidi-font-weight:
  normal'>[Lecture not recorded]</b></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto'><span
  style='font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman";
  mso-fareast-theme-font:minor-fareast'>HW1 in (Oct 4)<o:p></o:p></span></p>
  <p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman";
  mso-fareast-theme-font:minor-fareast'>HW2 out (Oct 4) [<a href="hw/HW2.pdf">PDF</a>]<o:p></o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:11' fgcolor=white>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Mon
  Oct 07 <o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Project
  Proposals<o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal style='margin-left:.5in'><o:p>&nbsp;</o:p></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='font-size:10.0pt;mso-fareast-font-family:
  "Times New Roman";mso-fareast-theme-font:minor-fareast'><o:p>&nbsp;</o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:12' fgcolor=white>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Wed
  Oct 09</span> <span style='mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></p>
  <p>(Guest Lecture: </p>
  <p><a href="http://www.cs.cmu.edu/~mtschant/">Michael C. <span class=SpellE>Tschantz</span></a>,
  Berkeley)<o:p></o:p></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Web
  Privacy: Online Tracking and Advertising I [<a
  href="lectures/18734-Michael.pdf">Slides</a>, <a href="video/Michael.mp4">Video</a>]<o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <ul type=disc>
   <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l5 level1 lfo7;tab-stops:list .5in'><span
       style='mso-bidi-font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'>Information
       Flow Investigations [<a
       href="http://reports-archive.adm.cs.cmu.edu/anon/2013/CMU-CS-13-118.pdf">PDF</a>]<o:p></o:p></span></li>
   <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l5 level1 lfo7;tab-stops:list .5in'><span
       style='mso-bidi-font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'>Challenges
       in Measuring Online Advertising Systems <a
       href="http://saikat.guha.cc/pub/imc10-ads.pdf">[PDF]</a> <o:p></o:p></span></li>
   <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l5 level1 lfo7;tab-stops:list .5in'><span
       style='mso-bidi-font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'>Understanding
       What They Do with What They Know <a
       href="http://web.cs.wpi.edu/~cew/papers/wpes12.pdf">[PDF]</a> <o:p></o:p></span></li>
   <li class=MsoNormal style='mso-list:l5 level1 lfo7;tab-stops:list .5in'><span
       style='mso-bidi-font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'>Optional:
       Measuring the Effectiveness of Privacy Tools for Limiting Behavioral
       Advertising <a href="http://lorrie.cranor.org/pubs/EffectivenessBA.pdf">[PDF]</a></span><o:p></o:p></li>
  </ul>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Recitation:
  Basic probability overview [<a href="video/Recitation_prob_basic.mp4">Video</a>]<o:p></o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:13' fgcolor=white>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Mon
  Oct 14 <o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p>Audit Games</p>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>[<a
  href="lectures/18734-Audit-Games.pptx">Slides</a>, <a
  href="video/Lecture_Byzantine.mp4">Video</a>] <o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <ul type=disc>
   <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l13 level1 lfo8;tab-stops:list .5in'><span
       style='mso-bidi-font-family:"Times New Roman"'>Regret Minimizing Audits
       [<a
       href="http://www.contrib.andrew.cmu.edu/~aruneshs/papers/bcds-csf11.pdf">PDF</a>]</span><span
       style='font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></li>
   <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l13 level1 lfo8;tab-stops:list .5in'><span
       style='mso-bidi-font-family:"Times New Roman"'>Audit Games [<a
       href="http://www.contrib.andrew.cmu.edu/~aruneshs/papers/audit.ijcai13.pdf">PDF</a>]</span><span
       style='font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></li>
  </ul>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'></td>
 </tr>
 <tr style='mso-yfti-irow:14' fgcolor=white>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Wed
  Oct 16 <o:p></o:p></span></p>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>(Guest
  Lecture: <o:p></o:p></span></p>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'><a
  href="http://www.stanford.edu/~jmayer/">Jonathan Mayer</a>, Stanford)<o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Web
  Privacy: Online Tracking and Advertising II </span>[<a
  href="lectures/18734-Mayer.pdf">Slides</a>, <a href="video/Lecture_Mayer.mp4">Video</a>]<span
  style='mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></p>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <ul type=disc>
   <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l1 level1 lfo9;tab-stops:list .5in'><span
       style='mso-bidi-font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'><span
       style='mso-spacerun:yes'> </span>Third-party Web Tracking: Policy and
       Technology [<a
       href="http://www.stanford.edu/~jmayer/papers_data/trackingsurvey12.pdf">PDF</a>]</span><span
       style='font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></li>
   <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l1 level1 lfo9;tab-stops:list .5in'><span
       style='mso-bidi-font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'><span
       style='mso-spacerun:yes'> </span>Why Johnny Can’t Opt-Out [<a
       href="http://dl.acm.org/citation.cfm?id=2207759">PDF</a>]</span><span
       style='font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></li>
  </ul>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>HW2
  in (Oct 18) <!--[<a href="hw/HW2sol.pdf">Partial Solution</a>]<o:p></o:p></span></p>-->
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>HW3
  out (Oct 18) <a href="hw/Privacy_Assignment.pdf">[PDF]</a><o:p></o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:15'>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal align=center style='text-align:center'><b
  style='mso-bidi-font-weight:normal'><span style='mso-bidi-font-family:"Times New Roman"'>Privacy-Preserving
  Statistics<o:p></o:p></span></b></p>
  <p class=MsoNormal align=center style='text-align:center'><b
  style='mso-bidi-font-weight:normal'><span style='mso-bidi-font-family:"Times New Roman"'>Application
  Domains: Web privacy (tabular and graph-structured data)<o:p></o:p></span></b></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='font-size:10.0pt;mso-fareast-font-family:
  "Times New Roman";mso-fareast-theme-font:minor-fareast'><o:p>&nbsp;</o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:16'>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Mon
  Oct 21 <o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Audit
  Games and Database Privacy: k-anonymity and de-<span class=SpellE>anonymization</span>
  attacks<o:p></o:p></span></p>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>[See
  the slides from the last lecture on Audit Games, <a
  href="lectures/18734-Deanonymization-Final.pdf">Slides</a>, <a
  href="video/Lecture_AuditGames.mp4">Video</a>] <o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'><!-- <ul><li><a href=""></a>,</li></ul> -->
  <ul style='margin-top:0in' type=disc>
   <li class=MsoNormal style='mso-list:l2 level1 lfo10;tab-stops:list .5in'>Protecting
       Respondents’ Identities in <span class=SpellE>Microdata</span> Release [<a
       href="http://seclab.dti.unimi.it/Papers/tkde_k-anonymity.pdf">PDF</a>] </li>
   <li class=MsoNormal style='mso-list:l2 level1 lfo10;tab-stops:list .5in'>Robust
       De-<span class=SpellE>anonymization</span> of Large Sparse Datasets (How
       to Break Anonymity of the Netflix Prize Dataset) [<a
       href="http://www.cs.utexas.edu/%7Eshmat/shmat_oak08netflix.pdf">PDF</a>]<o:p></o:p></li>
  </ul>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='font-size:10.0pt;mso-fareast-font-family:
  "Times New Roman";mso-fareast-theme-font:minor-fareast'><o:p>&nbsp;</o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:17' fgcolor=white>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Wed
  Oct 23<o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p>Database Privacy: Differential Privacy </p>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>[See the
  slides from the last lecture on k-anonymity, <a
  href="lectures/18734-Differential-Privacy-Final.pdf">Slides</a>, <a
  href="video/Lecture_Differential.mp4">Video</a>] <o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <ul type=disc>
   <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l15 level1 lfo11;tab-stops:list .5in'><span
       style='mso-bidi-font-family:"Times New Roman"'>Differential Privacy [<a
       href="http://research.microsoft.com/en-us/projects/databaseprivacy/dwork.pdf"
       target="_blank">PDF</a>]<o:p></o:p></span></li>
   <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l15 level1 lfo11;tab-stops:list .5in'><span
       style='mso-bidi-font-family:"Times New Roman"'>Optional: No Free Lunch
       in Data Privacy <a href="http://research.yahoo.com/pub/3484"
       target="_blank">[PDF]</a><o:p></o:p></span></li>
  </ul>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Recitation:
  Probability distributions and distance metrics <o:p></o:p></span></p>
  <p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman";
  mso-fareast-theme-font:minor-fareast;mso-bidi-font-family:"Times New Roman"'>[<a
  href="video/Recitation_ProbDistance.mp4">Video</a>]</span><span
  style='font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:18' fgcolor=white>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Mon
  Oct 28<o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p>Database Privacy: Differential Privacy Applied</p>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>[<a
  href="lectures/18734-Differential-Privacy-Final.pdf">Slides</a>, <a
  href="video/Lecture_DifferentialPrivacy.mp4">Video</a>] <o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <ul type=disc>
   <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l4 level1 lfo12;tab-stops:list .5in'><span
       style='mso-bidi-font-family:"Times New Roman"'>Differentially Private
       Recommender Systems: Building Privacy into the Netflix Prize Contenders
       [<a href="http://research.microsoft.com/pubs/80511/NetflixPrivacy.pdf"
       target="_blank">PDF</a>]<o:p></o:p></span></li>
  </ul>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>HW3
  in (Oct 28)<o:p></o:p></span></p>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>HW4
  out (Oct 28) [<a
  href="hw/HW3.pdf">PDF</a>] <o:p></o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:19' fgcolor=white>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Wed
  Oct 30<o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p>Database Privacy: Differential Privacy Applied</p>
  <p class=MsoNormal><span style='font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'>[<a
  href="lectures/18734-differentiallyPrivateRecomenderSystem.pdf">Slides</a>, <a
  href="video/Lecture_Reco.mp4">Video</a>] <o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <ul type=disc>
   <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l7 level1 lfo13;tab-stops:list .5in'><span
       style='mso-bidi-font-family:"Times New Roman"'>Differentially Private
       Recommender Systems: Building Privacy into the Netflix Prize Contenders
       [<a href="http://research.microsoft.com/pubs/80511/NetflixPrivacy.pdf"
       target="_blank">PDF</a>]<o:p></o:p></span></li>
   <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l7 level1 lfo13;tab-stops:list .5in'><span
       style='mso-bidi-font-family:"Times New Roman"'>Optional:
       Differentially-Private Network Trace Analysis</span><span
       style='font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'> [<a
       href="http://research.microsoft.com/pubs/136876/networking.pdf"
       target="_blank">PDF</a>]</span><span style='mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></li>
  </ul>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Recitation:
  Laplace mechanism <o:p></o:p></span></p>
  <p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman";
  mso-fareast-theme-font:minor-fareast;mso-bidi-font-family:"Times New Roman"'>[<a
  href="video/Recitation_Laplace.mp4">Video</a>]</span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:20' fgcolor=white>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Mon
  Nov 04 <o:p></o:p></span></p>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>(Guest
  lecture: <o:p></o:p></span></p>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'><a
  href="http://theory.stanford.edu/~korolova/">Aleksandra <span class=SpellE>Korolova</span></a>,
  Google)<o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p>Privacy in Social Networks</p>
  <p>[Video not permitted to be shared]<!--a href="video/18734_Lecture_11-4-2013.mp4">[Video]</a--></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <ul type=disc>
   <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l4 level1 lfo12;tab-stops:list .5in'><span
       style='mso-bidi-font-family:"Times New Roman"'>Privacy Violations Using <span
       class=SpellE>Microtargeted</span> Ads: A Case Study [<a
       href="http://repository.cmu.edu/cgi/viewcontent.cgi?article=1066&amp;context=jpc"
       target="_blank">PDF</a>]<o:p></o:p></span></li>
   <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l4 level1 lfo12;tab-stops:list .5in'><span
       style='mso-bidi-font-family:"Times New Roman"'>Personalized Social
       Recommendations - Accurate or Private? [<a
       href="http://theory.stanford.edu/~korolova/Personalized_social_recommendations_accurate_or_private.pdf"
       target="_blank">PDF</a>]<o:p></o:p></span></li>
  </ul>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='font-size:10.0pt;mso-fareast-font-family:
  "Times New Roman";mso-fareast-theme-font:minor-fareast'><o:p>&nbsp;</o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:21' fgcolor=white>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Wed
  Nov 06<o:p></o:p></span></p>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>(Guest
  lecture:<o:p></o:p></span></p>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'><a
  href="http://mrtz.org/">Moritz <span class=SpellE>Hardt</span></a>, IBM
  Research)<o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Web Privacy:
  Fairness in Online Advertising<o:p></o:p></span></p>
  <p><a href="lectures/cmu13-fairness.pdf">[Slides]</a> <a
  href="video/18734_Lecture_11-6-2013.mp4">[Video]</a><o:p></o:p></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <ul style='margin-top:0in' type=disc>
   <li class=MsoNormal style='mso-list:l2 level1 lfo10;tab-stops:list .5in'><span
       style='mso-bidi-font-family:"Times New Roman"'>Fairness through
       Awareness <a
       href="http://www.cs.toronto.edu/~zemel/documents/fairAwareItcs2012.pdf">[PDF]</a><o:p></o:p></span></li>
  </ul>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Recitation:
  Interactive proofs<o:p></o:p></span></p>
  <p>[<a href="video/Recitation_IP.mp4">Video</a>]</p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:22' fgcolor=white>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p><o:p>&nbsp;</o:p></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;
  margin-left:.5in'><b style='mso-bidi-font-weight:normal'><span
  style='mso-bidi-font-family:"Times New Roman"'>Cryptographic Mechanisms for
  Privacy Protection<o:p></o:p></span></b></p>
  <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;
  margin-left:.5in'><b style='mso-bidi-font-weight:normal'><span
  style='mso-bidi-font-family:"Times New Roman"'>Applications: Anonymous
  communication, identification </span></b><span style='font-size:10.0pt;
  mso-bidi-font-family:"Times New Roman";color:red'><o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'></td>
 </tr>
 <tr style='mso-yfti-irow:23'>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Mon
  Nov 11 <o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Anonymous
  communication protocols<o:p></o:p></span></p>
  <p>[<a href="lectures/18734-Cryptography.pdf">Slides</a>] [<a
  href="lectures/18734-Anonymous-Communication-Protocols.pdf">Slides</a>]</p>
  <p>[<a href="video/Recitation_IP.mp4">Video</a>]<o:p></o:p></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <ul style='margin-top:0in' type=disc>
   <li class=MsoNormal style='mso-list:l3 level1 lfo14;tab-stops:list .5in'>Untraceable
       Electronic Mail ... [<a href="http://gnunet.org/papers/p84-chaum.pdf">PDF</a>]</li>
   <li class=MsoNormal style='mso-list:l3 level1 lfo14;tab-stops:list .5in'>The
       Dining Cryptographers Problem… [<a
       href="http://www.ece.cmu.edu/~adrian/731-sp04/readings/dcnets.html">PDF</a>]</li>
   <li class=MsoNormal style='mso-list:l3 level1 lfo14;tab-stops:list .5in'>Tor:
       The Second-Generation Onion Router [<a
       href="http://tor.eff.org/svn/trunk/doc/design-paper/tor-design.pdf">PDF</a>]
       <o:p></o:p></li>
  </ul>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>HW4
  in (Nov 11)<o:p></o:p></span></p>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>HW5
  out (Nov 11)</span> [<a href="hw/HW5.pdf">PDF</a>] [<a href="hw/scores.txt">scores.txt</a>]<span
  style='mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:24' fgcolor=white>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Wed
  Nov 13<o:p></o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Zero
  Knowledge: Theory<o:p></o:p></span></p>
  <p>[<a
  href="http://courses.engr.illinois.edu/cs598man/fa2009/slides/AC-F09-Lect15.pdf">Slides</a>][<a
  href="video/18734_ZK.mpg">Video</a>]<o:p></o:p></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <ul style='margin-top:0in' type=disc>
   <li class=MsoNormal style='mso-list:l11 level1 lfo4;tab-stops:list .5in'><span
       class=SpellE>GoldreichTutorial</span> [<a
       href="http://www.wisdom.weizmann.ac.il/~oded/zk-tut02.html">Webpage</a>]<o:p></o:p></li>
  </ul>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Recitation:
  Zero Knowledge proofs<o:p></o:p></span></p>
  <p>[<a href="video/Recitation_ZK.mp4">Video</a>]</p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:25'>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p>Mon Nov 18 </p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Zero Knowledge
  Applications<o:p></o:p></span></p> <p>[<a href="lectures/18-734-AnonymousCredentials.pdf">Slides</a>]</p>
  <p>[<a href="video/Lecture_AC.mp4">Video</a>]</p>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'><!-- <ul><li><a href=""></a>,</li></ul> -->
  <ul type=disc>
   <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l10 level1 lfo15;tab-stops:list .5in'><span
       style='mso-bidi-font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'>Optional:
       Untraceable Electronic Cash [<a
       href="http://people.dsv.su.se/~matei/courses/IK2001_SJE/Chaum90.pdf">PDF</a>] 
       CL anonymous credentials <a
       href="http://cs.brown.edu/~anna/papers/cl01a.pdf">[PDF]</a></span></li>
  </ul>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:26'>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p>Wed Nov 20</p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Secure
  Two-party Computation</span></p>
  <p>[<a href="lectures/18734-SFE.pdf">Slides</a>] [<a
  href="video/Lecture_SMC.mp4">Video</a>]</p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <ul type=disc>
   <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l14 level1 lfo16;tab-stops:list .5in'><span
       style='mso-bidi-font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'>Yao’s
       Garbled Circuits [<a
       href="http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&amp;arnumber=4568388">PDF</a>]<o:p></o:p></span></li>
   <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l14 level1 lfo16;tab-stops:list .5in'><span
       style='mso-bidi-font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'>Faster
       Secure Two Party Computation Using Garbled Circuits [<a
       href="http://www.cs.virginia.edu/~evans/pubs/usenix2011/">Web page</a>]<o:p></o:p></span></li>
  </ul>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p><o:p>&nbsp;</o:p></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:27'>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p>Mon Nov 25 </p>
  <p>(Guest lecture:</p>
  <p><a href="http://crypto.stanford.edu/~ananthr/"><span class=SpellE>Ananth</span>
  <span class=SpellE>Raghunathan</span></a>, Stanford)</p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>Functional
  Encryption/Search over Encrypted Data<o:p></o:p></span></p>
  <p>[<a href="lectures/18734-AR.pdf">Slides</a>] [<a
  href="video/Lecture_FE.mp4">Video</a>]</p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt;
  -moz-background-clip: border;-moz-background-origin: padding;-moz-background-inline-policy: continuous;
  background-position-x:0%;background-position-y:
  0%;background-attachment:
  scroll'><!-- <ul><li><a href=""></a>,</li></ul> -->
  <ul type=disc>
   <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l10 level1 lfo15;tab-stops:list .5in'><span
       style='mso-bidi-font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'>
       Public Key Encryption with keyword Search [<a
       href="http://crypto.stanford.edu/~dabo/pubs/papers/encsearch.pdf">PDF</a>] </li>
   <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l10 level1 lfo15;tab-stops:list .5in'><span
       style='mso-bidi-font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'>Conjunctive, Subset, and Range Queries on Encrypted Data <a
       href="http://crypto.stanford.edu/~dabo/pubs/papers/search.pdf">[PDF]</a></span> </li>
	<li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:
       auto;mso-list:l10 level1 lfo15;tab-stops:list .5in'><span
       style='mso-bidi-font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'>Optional: Practical Techniques for Searches on Encrypted Data <a
       href="http://www.cs.berkeley.edu/~dawnsong/papers/se.pdf">[PDF]</a></span> </li>
  </ul>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'>HW5
  in (Nov 25)<o:p></o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:28'>
  <td valign=top style='background:yellow;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p>Wed Nov 27</p>
  </td>
  <td valign=top style='background:yellow;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p>No class—university holiday</p>
  </td>
  <td valign=top style='background:yellow;padding:1.5pt 1.5pt 1.5pt 1.5pt'></td>
  <td valign=top style='background:yellow;padding:1.5pt 1.5pt 1.5pt 1.5pt'></td>
 </tr>
 <tr style='mso-yfti-irow:29'>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p>Mon Dec 02</p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal>Project presentations</p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto'><span
  style='font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p>Project Report in (Dec 02)</p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:30'>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p>Wed Dec 04</p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  Course Review <o:p></o:p></span></p>
  <p>[<a href="lectures/18734-CourseReview.pdf">Slides</a>]</p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'></td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p>
  </td>
 </tr>
 <tr style='mso-yfti-irow:31;mso-yfti-lastrow:yes'>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'></td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><o:p>&nbsp;</o:p></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto'><span
  style='font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p>
  </td>
  <td valign=top style='background:lightblue;padding:1.5pt 1.5pt 1.5pt 1.5pt'>
  <p class=MsoNormal><span style='font-size:10.0pt;mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p>
  </td>
 </tr>
</table>

<p class=MsoNormal><span style='mso-bidi-font-family:"Times New Roman"'><o:p>&nbsp;</o:p></span></p>

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