Research Artifact for 

Compiled Models, Built-In Exploits: Uncovering Pervasive Bit-Flip Attack Surfaces in DNN Executables

Now in NDSS 2025

This paper has been accepted to NDSS 2025 🎉! Go to the paper page.

Source Code

We release our codebase including all scripts to allow reproduction of our experiments and future exploration: https://github.com/yanzuochen/debfa 

Data

Currently our data (close to 100GB, including model weights, compiled binaries, analysis results, etc.) is stored on an internal server and not publicly accessible. We plan to organize the data and move it to a public storage platform. Meanwhile, you may contact Yanzuo Chen (ychenjo@cse.ust.hk) for access. Please note that they are only stored copies of experiment results and are not required for the artifact to run.