Lena Pons
Software Engineering Institute Alum
Enhancing Machine Learning Assurance with Portend
• Blog Post
By Jeffrey Hansen , Sebastián Echeverría , Lena Pons , Gabriel Moreno , Grace Lewis , Lihan Zhan
Protecting AI from the Outside In: The Case for Coordinated Vulnerability Disclosure
• 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
Lessons Learned in Coordinated Disclosure for Artificial Intelligence and Machine Learning Systems
• SEI Report
By Allen D. Householder , Vijay S. Sarvepalli , Jeff Havrilla , Matt Churilla , Lena Pons , Shing-hon Lau , Nathan M. VanHoudnos , Andrew Kompanek , Lauren McIlvenny
Augur: A Step Towards Realistic Drift Detection in Production ML Systems
• Conference Paper
By Grace Lewis , Sebastián Echeverría , Lena Pons , Jeff Chrabaszcz (Govini)
Automated Design Conformance During Continuous Integration
• Presentation
By Robert Nord , Lena Pons
Enhancing Machine Learning Assurance with Portend
• Blog Post
By Jeffrey Hansen , Sebastián Echeverría , Lena Pons , Gabriel Moreno , Grace Lewis , Lihan Zhan