Calendar

Date	Topic	Notes
Differential Privacy
9/4	Course welcome Reading: Keshav. How to Read a Paper.	HW1 Out
9/6	Basic private mechanisms Reading: AFDP 3.2-4
9/9	Composition and closure properties Reading: AFDP 3.5	Signups
9/11	What does differential privacy actually mean? Reading: McSherry. Lunchtime for Differential Privacy
9/13	Paper presentations	HW1 Due
Adversarial Machine Learning
9/16	Overview and Basic attacks	HW2 Out
9/18	More attacks
9/20	Paper presentations
9/23	Defense: Adversarial training
9/25	Defense: Certified defenses
9/27	Paper presentations	HW2 Due
Applied Cryptography
9/30	Overview and basic constructions	HW3 Out
10/2	Secure Multiparty Computation
10/4	Paper presentations
10/7	Homomorphic Encryption
10/9	Oblivious computing and side channels
10/11	Paper presentations	HW3 Due MS1 Due
Advanced Topic: Algorithmic Fairness
10/14	Overview and basic notions
10/16	Individual and group fairness
10/18	Paper presentations
10/21	Repairing fairness
10/23	Challenges in defining fairness
10/25	Paper presentations
Advanced Topic: PL and Verification
10/28	Overview and basic notions
10/30	Programming languages for differential privacy
11/1	Paper presentations
11/4	Probabilistic programming languages
11/6	Verifying probabilistic programs
11/8	Paper presentations	MS2 Due
No Lectures: Work on Projects
12/11 (TBD)	Project Presentations