Software Engineering Institute

Matt Churilla

Software Engineering Institute

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Tech Publications

Blog Posts

AI Hygiene Starts with Models and Data Loaders

March 13, 2025 • White Paper

By Matt Churilla , Mahmoud Shabana , Renae Metcalf , Shing-hon Lau

Protecting AI from the Outside In: The Case for Coordinated Vulnerability Disclosure

February 24, 2025 • Blog Post

By Allen D. Householder , Vijay S. Sarvepalli , Jeff Havrilla , Matt Churilla , Lena Pons , Shing-hon Lau , Nathan M. VanHoudnos , Andrew Kompanek , Lauren McIlvenny

Counter AI: What Is It and What Can You Do About It?

October 7, 2024 • White Paper

By Nathan M. VanHoudnos , Carol J. Smith , Matt Churilla , Shing-hon Lau , Lauren McIlvenny , Greg Touhill

Lessons Learned in Coordinated Disclosure for Artificial Intelligence and Machine Learning Systems

August 20, 2024 • White Paper

By Allen D. Householder , Vijay S. Sarvepalli , Jeff Havrilla , Matt Churilla , Lena Pons , Shing-hon Lau , Nathan M. VanHoudnos , Andrew Kompanek , Lauren McIlvenny

The Challenge of Adversarial Machine Learning

May 15, 2023 • Blog Post

By Matt Churilla , Nathan M. VanHoudnos , Robert W. Beveridge

More from Matt Churilla

AI Hygiene Starts with Models and Data Loaders

March 13, 2025 • White Paper

By Matt Churilla , Mahmoud Shabana , Renae Metcalf , Shing-hon Lau

Counter AI: What Is It and What Can You Do About It?

October 7, 2024 • White Paper

By Nathan M. VanHoudnos , Carol J. Smith , Matt Churilla , Shing-hon Lau , Lauren McIlvenny , Greg Touhill

Lessons Learned in Coordinated Disclosure for Artificial Intelligence and Machine Learning Systems

August 20, 2024 • White Paper

By Allen D. Householder , Vijay S. Sarvepalli , Jeff Havrilla , Matt Churilla , Lena Pons , Shing-hon Lau , Nathan M. VanHoudnos , Andrew Kompanek , Lauren McIlvenny

More from Matt Churilla

Protecting AI from the Outside In: The Case for Coordinated Vulnerability Disclosure

February 24, 2025 • Blog Post

By Allen D. Householder , Vijay S. Sarvepalli , Jeff Havrilla , Matt Churilla , Lena Pons , Shing-hon Lau , Nathan M. VanHoudnos , Andrew Kompanek , Lauren McIlvenny

The Challenge of Adversarial Machine Learning

May 15, 2023 • Blog Post

By Matt Churilla , Nathan M. VanHoudnos , Robert W. Beveridge

More from Matt Churilla

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