> Machine Learning Attack Series: Backdooring models

This post is part of a series about machine learning and artificial intelligence. Click on the blog tag “huskyai” to see related posts. Overview: How Husky AI was built, threat modeled and operationalized Attacks: The attacks I want to investigate, learn about, and try out Mitigations: Ways to prevent and detect the backdooring threat During threat modeling we identified that an adversary might tamper with model files. From a technical point of view this means an adversary gained access to the model file used in production and is able overwrite it.