2.9 KiB
2.9 KiB
Calendar (Tentative)
Date | Topic | Presenter |
---|---|---|
Differential Privacy |
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9/5 | Course welcome, introducing differential privacy Paper: Keshav. How to Read a Paper. |
JH |
9/10 | Basic private mechanisms | JH |
9/12 | What does differential privacy actually mean? | JH |
9/17 | Composition and closure properties Due: Project topics and groups |
JH |
9/19 | Exponential mechanism Paper: McSherry and Talwar. Mechanism Design via Differential Privacy. |
JH |
9/21 (FRI) | Identity-Based Encryption from the Diffie-Hellman Assumption SPECIAL TIME AND PLACE: 4 PM, CS 1240 |
Sanjam Garg |
9/24 | Privacy for data streams Paper: Chan, Shi, and Song. Private and Continual Release of Statistics. |
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9/26 | Report-noisy-max and the Sparse Vector Technique | JH |
10/1 | Answering lots of queries: Private multiplicative weights Paper: Hardt, Ligett, and McSherry. A Simple and Practical Algorithm for Differentially Private Data Release. |
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10/3 | Local differential privacy (theory) | JH |
10/8 | Local differential privacy (practice) Paper: Erlingsson, Pihur, and Korolova. RAPPOR: Randomized Aggregatable Privacy-Preserving Ordinal Response. |
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10/10 | More differential privacy Paper: |
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10/15 | NO CLASS: INSTRUCTOR AWAY | |
10/17 | NO CLASS: INSTRUCTOR AWAY Due: Milestone 1 |
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Cryptographic Techniques |
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10/22 | Crypto: overview and basics | JH |
10/24 | Secure multiparty computation Paper: |
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10/29 | Homomorphic encryption Paper: |
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10/31 | Verifiable computing Paper: |
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11/5 | More applied crypto Paper: |
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Language-Based Security |
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11/7 | LangSec: overview and basics | JH |
11/12 | Secure Information Flow Paper: |
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11/14 | Languages for privacy Paper: Due: Milestone 2 |
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11/19 | Symbolic cryptography Paper: |
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11/21 | More LangSec Paper: |
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Adversarial Machine Learning |
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11/26 | AML: overview and basics GUEST LECTURE |
Somesh Jha |
11/28 | AML: overview and basics GUEST LECTURE |
Somesh Jha |
12/3 | Adversarial examples Paper: |
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12/5 | Training-time attacks Paper: |
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12/10 | Model-theft attacks Paper: |
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12/12 | More AML Paper: |