| 08/18 |
Introduction and course overview [Slide] |
|
|
| Topic: Database Privacy |
| 08/20 |
Data De-anonymization [Slide] |
|
|
| 08/25 |
k-anonymity [Slide] |
|
|
| 08/27 |
l-diversity, t-closeness [Slide] |
|
|
| 09/01 |
Differential privacy [Slide] |
|
Tutorial on Differential Privacy |
| 09/03 |
Private Information Retrieval (PIR) [Slide] |
|
|
| Topic: Online Privacy |
| 09/08 |
Online tracking: stateful [Slide] |
|
|
| 09/10 |
Online tracking: stateless [Slide] |
|
|
| 09/15 |
Privacy tools for web browsing [Slide] |
|
|
| 09/17 |
Anonymous communication [Slide] |
|
|
| 09/22 |
Tor network [Slide] |
|
|
| 09/24 |
Midterm Exam Review |
In class discussion |
|
| 09/29 |
No Class |
Wellness day |
|
| 10/01 |
Midterm Exam |
In class exam |
Topics covered upto 02/18 (inclusive) |
| Topic: Machine learning and Privacy |
| 10/06 |
Privacy Attacks on machine learning models (part 1) [Slide] |
|
|
| 10/08 |
Privacy Attacks on machine learning models (part 2) [Slide] |
|
|
| 10/13 |
Privacy perserving machine learning [Slide] |
|
|
| 10/15 |
Fairness and auditing of automated systems [Slide] |
|
|
| 10/20 |
No Class |
Fall break |
|
10/22 |
Privacy and safety issues with generative AI [Slide] |
|
|
| Topic: Legal Aspects of Privacy |
| 10/27 |
Privacy acts and frameworks [Slide] |
|
|
| 10/29 |
Privacy notices [Slide] |
|
|
| 11/03 |
Privacy policy compliance [Slide] |
|
|
| Topic: Perception of Privacy |
| 11/05 |
Privacy index and Factors influencing privacy attitude [Slide] |
|
|
| 11/10 |
Modeling users' privacy preferences [Slide] |
|
|
| Topic: Emerging Privacy Threats |
| 11/12 |
Bitcoin and privacy [Slide] |
|
Video lecture
bitcoin-what-is-it
bitcoin
|
| 11/17 |
Network-level Inference attacks [Slide] |
|
|
| 11/19 |
Acoustic and Motion sensor based inference attacks [Slide] |
|
|
| 11/24 |
Final Project Presentation |
In class discussion |
|
| 11/26 |
No Class |
Thanksgiving break |
|
| 12/01 |
Final Exam Review [Slide] |
In class discussion |
Final group report due |
| 12/03 |
Final Exam |
In Class (3:30pm - 5pm) |
Excluding Mid-term Exam Content |