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The Cozy Comparative Symbolic Evaluation Engine

Project description

cozy (Comparative Symbolic Execution)

cozy is a symbolic execution framework built around angr to enable comparative evaluation. The goal of comparative evaluation is to determine the precise changes made by software patches, specifically micropatches. cozy is capable of reporting observable changes made by a micropatch, specifically to registers, memory and stdout/stderr. The framework has the ability to dump diff information in both a textual human-readable report and via a browser based rich user interface.

Screenshot

https://github.com/draperlaboratory/cozy/assets/53128179/0f5ab972-5d77-4723-9149-04c7427896d2

Install

cozy is now available as a Python package on PyPI under the name cozy-re. Install with pip via the following command:

pip install cozy-re

Documentation

The getting started guide and API reference can be found on our Github pages!:

https://draperlaboratory.github.io/cozy/

Template Wizard

cozy now comes with a Python script template generator to help you get started with using the framework. The wizard will prompt you with a series of questions and generate the appropriate file with starter code. To run the generator, install cozy, then run the following command in the console:

python3 -m cozy

https://github.com/draperlaboratory/cozy/assets/53128179/ee1edf4d-4905-425c-9675-fe110bac7376

About

cozy is being developed by Draper Laboratory under the DARPA Assured Micropatching (AMP) program.

Run from Source

The following sections are for the case where you want to use cozy directly from the source code in this repository, not from the cozy-re PyPI package.

Setting up the Environment

To get started with building cozy, run the following commands in the project root folder to create a virtual environment and install angr:

python3 -m venv venv
source venv/bin/activate
pip3 install angr sphinx sphinx-autoapi networkx claripy portion textual

Alternatively, if you have nix installed and flakes enabled, run

nix develop

To enter a nix development shell with cozy and its dependencies available on $PYTHONPATH.

Testing

To run an example comparison, run one of the example scripts. In the root directory, run the following commands:

source venv/bin/activate
export PYTHONPATH="${PYTHONPATH}:$PWD"
python3 examples/cmp_null_deref.py

Or just python3 examples/cmp_null_deref.py if you're in the nix development shell.

If nix is available, then to run the full suite of tests used in CI, you can run:

nix build .#tests

Building Docs

Building the docs requires the use of sphinx and sphinx-autoapi, which you should have previously installed via pip3. To build fresh HTML docs, run the following:

source venv/bin/activate
cd docs
make html

The output documents should be stored in docs/build/html

Project details


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