Serialization is the process of transforming Python objects into a sequence of bytes which can be used to recreate a copy of the object later — or on another machine. pickle is Python's native ...

The popular Python Pickle serialization format, which is common for distributing AI models, offers ways for attackers to inject malicious code that will be executed on computers when loading models ...

Researchers have concocted a new way of manipulating machine learning (ML) models by injecting malicious code into the process of serialization. The method focuses on the "pickling" process used to ...

And yes, sure, the pickles might be insecure, but they're you're pulling down megabytes of python code you don't understand to actually run the model anyway, so does it really matter? The thing is, a ...