Security and privacy breaches are constantly on the news. Often these breaches are due to vulnerabilities in the design and implementations of software components. In this class we will study some of the formal tools that have been developed to formally support the correctness of software with respect to security and privacy requirements. We will focus on a few security and privacy properties such as: information flow control and non-interference, provable security, and differential privacy.
The course consists of a series of lectures on different formalisms that have been developed to reason about security and privacy properties. The basic formalism we will use is the one provided by relational program logics. We will first study a deterministic logic which is useful for reasoning about information flows and non-interference. Then, we will study a probabilistic extension of this logic which supports reasoning about cryptographic security and differential privacy. We will see how different natural proofs from cryptography and differential privacy can be expressed using this formalism. We will also experiment practically with these topics on different examples by using the EasyCrypt tool, which you can find here.
Date | Topic | Notes |
---|---|---|
Mon 9/9 | Introduction, while language and Hoare Logic |
Slides |
Tue 9/10 | Noninterference and Relational Hoare Logic |
Slides |
Wed 9/11 | Probabilistic Noninterference and Probabilistic Relational Hoare Logic |
Slides |
Wed 9/12 | Differential Privacy and Approximate Probabilistic Relational Hoare Logic |
Slides |
Date | Topic | Notes |
---|---|---|
Mon 9/9 | Installing EasyCrypt and EasyCrypt's Ambient Logic |
EasyCrypt installation instructions EasyCrypt Reference Manual Slides on EasyCrypt's Ambient Logic |
Tue 9/10 | HL, RHL and Noninterference |
Slides on EasyCrypt's Hoare Logic fast-expon.ec |
Wed 9/11 | pRHL and Probabilistic Noninterference |
xor-loop.ec |
Thu 9/12 | Probabilistic Noninterference, apRHL and Differential Privacy |
xor-loop.ec |