CS 292F: Advanced Topics in Cryptography (Fall 2018)
Instructor: Huijia (Rachel) Lin, rachel.lin(at)cs(dot)ucsb(dot)edu
Class time and location: MW 9:00am-10:50am, Phelps 2510
Office hours: Mon 3:30-4:30pm or by appointment, HFH 1153
Piazza: We will be using Piazza for class-related discussions. https://piazza.com/ucsb/fall2018/cs292f/home.
This class is meant to open to you research in Cryptography, both theoretical and applied. To do so, the class will involve reading research papers, reviewing them, discussing them, and doing a project.
Course Set-ups and Requirements: At the beginning of the course, I will give some lectures on the bare basics of cryptography for 4-5 lectures.
Next, the class will move to reading research papers. In each class, we will read one or two papers. Two students will be assigned as the lead, who will be responsible in understanding the papers thoroughly (collaboration is recommended), and do the following:
- Start reading the paper at least one week, recommended 1.5 week, before presentation.
- Write down a review for the paper, which summarizes and evaluates the paper. The review must be typed using Latex and submitted 4 days before the class on Piazza. (For Monday/Wednesday class, post by the previous Wednesday/Friday.) The review should contain background, a summary, and your own evaluation of the strength and weakness of the paper.
- Send your slides (or notes if you plan to use the board instead of slides) to me via email 2 days before the class. (For Monday/Wednesday class, send to me by the previous Friday/Sunday.)
- Prepare and give together a 50 min presentation of the paper (you can use the board, but slides are recommended). There is no restriction on the forms of presentation. You can present sequentially, each 30 minutes, or act a play together, or anything else.
- Lead a discussion about the strength and weakness of the paper, and open questions following the paper.
What papers will we read? There are many exciting research directions in theoretical and applied cryptography, such as, the following ones and many others.
- Crypto Currency (BitCoin)
- Program Obfuscation
- Computing over encrypted data
- Verifiable Computation (SNARK)
- Cryptographic protocols (Multi-party computation, TLS/SSL)
- Security in Machine Learning (Emerging topic)
- Password-based Cryptography
I will publish an initial list of papers of my choice. But you should also contribute to the list. One first task to you is contributing to the list, by the end of the second week, as many papers you recommend, and at least one. You can find interesting papers on cryptography in top crypto venues (EuroCrypt, Crypto, TCC) or in top security venues (Security and Privacy, Usenix Security, CCS, NDSS). You do not need to be restrcted to the topics mentioned above, but the paper must be related to crypto.
Assignment of lead students Then I will pick a subset of the papers from our list and assign two lead students to papers. You can swap assigned papers between youselves, as long as, both parties agree. You need to report back to me which papers you are the lead for by the end of the third week. We have 10 classes for paper reading. This means suppose there are 10 students in class, each student will be lead twice. If there are more students, we will assign more lead students per class.
Projects Another component of the class is project. You can form teams of two for the project. There are two milestones.
- By the end of the 6th week, you need to decide on your project, and submit to me a project proposal about what your project is and why it is a meaningful project.
- By the middle of the final week, you need to hand in the final report.
Final assessment will depend on a combination of presentation 40%, in-class participation 20%, and final project 40%.
Initial List of Papers
BitCoin and Distributed Concensus
- BitCoin Specification in the book
- Zerocash: Decentralized Anonymous Payments from Bitcoin
- SoK: Research Perspectives and Challenges for Bitcoin and Cryptocurrencies
- Paxos Made Simple
- Catena: Efficient Non-equivocation via Bitcoin
- Verifying Computations without Reexecuting Them
- Pinocchio: Nearly Practical Verifiable Computation
- IntegriDB: Verifiable SQL for Outsourced Databases
- Deterministic Encryption
- Order-Preserving Encryption
- Dynamic Searchable Encryption in Very-Large Databases: Data Structures and Implementation
- Leakage-Abuse Attacks Against Searchable Encryption
- Dynamic Proofs of Retrievability Via Oblivious RAM
- Improved Reconstruction Attacks on Encrypted Data Using Range Query Leakage
- Path ORAM: An Extremely Simple Oblivious RAM Protocol
- On the (im)possibility of obfuscating programs
- How to Use Indistinguishability Obfuscation: Deniable Encryption, and More
- Differential Privacy
- Basic Algorithms in the book The Algorithmic Foundations of Differential Privacy
- Stealing Machine Learning models
- RAPPOR: Randomized Aggregatable Privacy-Preserving Ordinal Response
- Two-party Computation Basics, Lecture Notes
- Two-party and Multi-party Computation Basics, Lecture Notes
- Improving Yao's Garbled Circuits
- From Mental Poker to Core Business: Why and How to Deploy Secure Computation Protocols?
- SecureML: A System for Scalable Privacy-Preserving Machine Learning
- The Swiss Army Knife of Cryptography
- A fully homomorphic encryption scheme
- A functional encryption scheme from public key encryption
- Breaking RSA in practice
- Overview of Key Extraction Attacks on PCs
- Physical Side Channel Attacks via "Ground" Electric Signal.
This will be filled when we finalize the assignment of papers.
|2018-11-07||Student Presentation||Project Proposal Due|
|11||2018-12-12||No Class||Final Report Due|