Secure ML Modules Compiler

What is this repository for?

This repository contains the implementation of the secure compiler for ModuleML described in the APLAS 2015 paper:A Secure Compiler for ML Modules.

Setup

Set up the environment:

make setup

Compile the compiler:

make now

Compile and run the tests:

make test

Repository Structure

• src/ : compiler source code
• lib/ : run-time environment for the compiled secure code
• tests/ : all compiler tests
  • interoperation : implementations of the low-level contexts that test the output of the compiler
  • timing : implementations of the low-level contexts used to obtain the experimental results
• log/ : stores logs of test runs
• out/ : stores the low-level objects and executables

Scripts

• compile : a bash wrapper around the compiler

compile -s <file> # compile securely
compile -n <file> # comile naively

• link : a wrapper around the gcc linker to help combining modules and contexts

link <object> <file> [-DINSECURE]

• test : custom built testing mechanism

License

Artistic License 2.0