Software Engineering Institute

From Data to Performance: Understanding and Improving Your AI Model

Drift in data and concept, evolving edge cases, and emerging phenomena can undermine the correlations that AI classifiers rely on. In this podcast, SEI researchers discuss a new tool to help improve ...
Software Engineering Institute

What Could Possibly Go Wrong? Safety Analysis for AI Systems

SEI researchers discuss their work on System Theoretic Process Analysis, or STPA, a hazard-analysis technique uniquely suitable for dealing with AI complexity when assuring AI systems.
Software Engineering Institute

Secure Software by Design 2025 Presentations Available

The Software Engineering Institute (SEI) has released the presentation slides and videos from Secure Software by Design 2025. SEI security researchers and industry software practitioners gathered in ...
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A Model-Based Approach for Software Acquisition

Dempsey, C., and Hugues, J., 2025: A Model-Based Approach for Software Acquisition. Carnegie Mellon University, Software Engineering Institute's Insights (blog ...
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Natalie Schieber

Author page for Natalie Schieber. Read articles written by this author and check out Natalie's profile.
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CERT Division

The CERT Division is a leader in cybersecurity. We partner with government, industry, law enforcement, and academia to improve the security and resilience of computer systems and networks. We study ...
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Four Types of Shift Left Testing

Firesmith, D., 2015: Four Types of Shift Left Testing. Carnegie Mellon University, Software Engineering Institute's Insights (blog), Accessed November 13, 2025, https ...
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Common Testing Problems: Pitfalls to Prevent and Mitigate

Firesmith, D., 2013: Common Testing Problems: Pitfalls to Prevent and Mitigate. Carnegie Mellon University, Software Engineering Institute's Insights (blog), Accessed ...
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Differences Between ASLR on Windows and Linux

Dormann, W., 2014: Differences Between ASLR on Windows and Linux. Carnegie Mellon University, Software Engineering Institute's Insights (blog), Accessed November 13 ...
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An Introduction to Model-Based Systems Engineering (MBSE)

Shevchenko, N., 2020: An Introduction to Model-Based Systems Engineering (MBSE). Carnegie Mellon University, Software Engineering Institute's Insights (blog ...
sei.cmu

Probably Don’t Rely on EPSS Yet

Spring, J., 2022: Probably Don’t Rely on EPSS Yet. Carnegie Mellon University, Software Engineering Institute's Insights (blog), Accessed November 19, 2025, https ...
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Windows 10 Cannot Protect Insecure Applications Like EMET Can

Dormann, W., 2016: Windows 10 Cannot Protect Insecure Applications Like EMET Can. Carnegie Mellon University, Software Engineering Institute's Insights (blog ...