Machine Learning Attack Series: Backdooring Keras Models and How to Detect It · Embrace The Red

This post explores the threat of model deserialization issues in machine learning, specifically backdooring Keras models. It provides a step-by-step guide to detecting and mitigating backdoored model files, and recommends integrating detection tooling into MLOps pipelines.