CVM Side Channel Analysis Framework

This repo hosts the framework for auditing privacy applications running inside Confidential VM, described in the paper A Side-Channel Analysis Framework for Privacy Applications on Confidential Virtual Machines.

The repo is organized in two parts: trace_collection and trace_processing. trace_collection contains the tools to setup a CVM environment, instrument the host, and collect traces from the applications running inside the guest VMs. trace_processing implements basic pipelines for trace processing, feature extraction, data analysis and machine learning.

Disclaimers

This project is intended for demonstration purposes only. It is not intended for use in a production environment.