# Threat Model Thursday: BIML Machine Learning Risk Framework

DevFeed: [Threat Model Thursday: BIML Machine Learning Risk Framework](<https://devfeed.tech/articles/threat-model-thursday-biml-machine-learning-risk-framework-37071.md>)

Original publisher: [Read original article](<https://shostack.org/blog/tmt-biml-machine-learning-risk-framework/>)

Author: Adam

Published: 2020-02-27T00:00:00Z

Content type: article

Language: en

Sources: [Shostack & Friends Blog](<https://devfeed.tech/sources/shostack-friends-blog.md>)

Topics: [Machine Learning, Security Attacks](<https://devfeed.tech/topics/machine-learning-security-attacks.md>), [Machine Learning & Artificial Intelligence](<https://devfeed.tech/topics/machine-learning-artificial-intelligence.md>), [Architecture & Design](<https://devfeed.tech/topics/architecture-design.md>)

Tags: [framework](<https://devfeed.tech/tags/framework.md>), [machine-learning](<https://devfeed.tech/tags/machine-learning.md>), [ml-security](<https://devfeed.tech/tags/ml-security.md>), [model](<https://devfeed.tech/tags/model.md>), [security](<https://devfeed.tech/tags/security.md>)

## AI overview

This commentary examines the Berryville Institute of Machine Learning's Architectural Risk Analysis of Machine Learning Systems. It focuses on the PDF's ML security risks, including a model of machine learning systems, 78 specific risks across nine components, and associated controls, while noting challenges in how some risks are categorized.

## Source excerpt

Risk Framework and Machine Learning