01/11 |
Introduction and course overview [Slide] |
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Topic: Database Privacy |
01/13 |
Data De-anonymization [Slide] |
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01/18 |
k-anonymity [Slide] |
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01/20 |
l-diversity, t-closeness [Slide] |
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01/25 |
Differential privacy [Slide] |
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Tutorial on Differential Privacy |
01/27 |
Private Information Retrieval (PIR) [Slide] |
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Topic: Online Privacy |
02/01 |
Online tracking: stateful [Slide] |
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02/03 |
Online tracking: stateless [Slide] |
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02/08 |
Privacy tools for web browsing [Slide] |
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02/10 |
Anonymous communication [Slide] |
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02/15 |
Tor network [Slide] |
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02/17 |
Social networks and privacy [Slide] |
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02/22 |
Exam Review |
In class discussion |
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02/24 |
Midterm Exam |
In class exam |
Topics covered upto 09/23 (inclusive) |
Topic: Machine learning and Privacy |
03/01 |
Privacy Attacks on machine learning models (part 1) [Slide] |
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03/03 |
Privacy Attacks on machine learning models (part 2) [Slide] |
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03/08 |
Privacy perserving machine learning [Slide] |
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03/10 |
Fairness and auditing of automated systems [Slide] |
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03/15 |
No class (Spring break) |
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03/17 |
No class (Spring break) |
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Topic: Legal Aspects of Privacy |
03/22 |
Privacy acts and frameworks [Slide] |
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03/24 |
Privacy notices [Slide] |
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03/29 |
Privacy policy compliance [Slide] |
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Topic: Perception of Privacy |
03/31 |
Westin's privacy index [Slide] |
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04/05 |
Factors influencing privacy attitude [Slide] |
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04/07 |
Modeling users' privacy preferences [Slide] |
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Topic: Inference Attacks |
04/12 |
Bitcoin and privacy [Slide] |
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Video lecture
bitcoin-what-is-it
bitcoin
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04/14 |
Network-level Inference attacks [Slide] |
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04/19 |
Acoustic and Motion sensor based Inference attacks [Slide] |
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04/21 |
Course and Exam Review [Slide] |
In class discussion |
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04/28 |
Final Exam |
In Class (9 am to 11 am) |
Excluding Mid-term Exam Content |