We’ve added a pickle file scanner to Fickling that uses an allowlist approach to protect AI/ML environments from malicious pickle files that could compromise models or infrastructure.| The Trail of Bits Blog
In part 1, we introduced Sleepy Pickle, an attack that uses malicious pickle files to stealthily compromise ML models and carry out sophisticated attacks against end users. Here we show how this technique can be adapted to enable long-lasting presence on compromised systems while remaining undetected. This variant technique, which we call […]| The Trail of Bits Blog
We’ve developed a new hybrid machine learning (ML) model exploitation technique called Sleepy Pickle that takes advantage of the pervasive and notoriously insecure Pickle file format used to package and distribute ML models. Sleepy pickle goes beyond previous exploit techniques that target an organization’s systems when they deploy ML models to instead […]| The Trail of Bits Blog
