01/07 |
Introduction and course overview [Slide] |
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Topic: Database Privacy |
01/09 |
Data De-anonymization [Slide] |
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01/14 |
k-anonymity [Slide] |
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01/16 |
l-diversity, t-closeness [Slide] |
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01/21 |
Introduction to differential privacy [Slide] |
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Tutorial on Differential Privacy |
01/23 |
Differential privacy (Continued) [Slide] |
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01/28 |
Private Information Retrieval (PIR) [Slide] |
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Topic: Online Privacy |
01/30 |
Online tracking: stateful [Slide] |
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02/04 |
Online tracking: stateless [Slide] |
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02/06 |
Privacy tools for web browsing [Slide] |
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02/11 |
Anonymous communication [Slide] |
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02/13 |
Tor network [Slide] |
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02/18 |
Social networks and privacy [Slide] |
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02/20 |
Exam Review |
In class discussion |
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02/25 |
First Midterm Exam |
In class exam |
Topics covered upto 02/13 (inclusive) |
Topic: Machine learning and Privacy |
02/27 |
Privacy implications of machine learning models [Slide] |
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03/03 |
Privacy perserving machine learning [Slide] |
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03/05 |
Fairness and auditing of automated systems [Slide] |
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03/10 |
Spring Break |
03/12 |
Spring Break |
03/17 |
Extended Spring Break (COVID-19) |
03/19 |
Extended Spring Break (COVID-19) |
Topic: Legal Aspects of Privacy |
03/24 |
Privacy acts and frameworks [Slide] |
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03/26 |
Privacy notices [Slide] |
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03/31 |
Privacy compliance [Slide] |
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Topic: Perception of Privacy |
04/02 |
Westin's privacy index [Slide] |
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04/07 |
Factors influencing privacy attitude [Slide] |
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04/09 |
Modeling users' privacy preferences [Slide] |
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Topic: Inference Attacks |
04/14 |
Bitcoin and privacy [Slide] |
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Video lecture
bitcoin-what-is-it
bitcoin
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04/16 |
Network-level Inference attacks [Slide] |
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04/21 |
Acoustic and Motion sensor based Inference attacks [Slide] |
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04/23 |
Course and Exam Review |
In class discussion |
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04/30 |
Final Exam |
8-11am in class |
Full syllabus |