Software Engineering Institute

Artificial Intelligence Data Quality Workshop to Present AI Engineering Best Practices

The October 23 virtual workshop will feature presentations on dataset generation, exploration, preparation, and testing for ensuring data quality when training AI systems.
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Challenges to Implementing DevOps in Highly Regulated Environments: First in a Series

Morales, J., 2019: Challenges to Implementing DevOps in Highly Regulated Environments: First in a Series. Carnegie Mellon University, Software Engineering Institute's ...
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Introduction to MLOps: Bridging Machine Learning and Operations

DeCapria, D., 2024: Introduction to MLOps: Bridging Machine Learning and Operations. Carnegie Mellon University, Software Engineering Institute's Insights (blog ...
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Generative AI and Software Engineering Education

Ozkaya, I., and Schmidt, D., 2024: Generative AI and Software Engineering Education. Carnegie Mellon University, Software Engineering Institute's Insights (blog ...
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Auditing Bias in Large Language Models

Robinson, K., and Turri, V., 2024: Auditing Bias in Large Language Models. Carnegie Mellon University, Software Engineering Institute's Insights (blog), Accessed ...
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Application Programming Interface (API) Vulnerabilities and Risks

This report describes 11 common vulnerabilities and 3 risks related to application programming interfaces, providing suggestions about how to fix or reduce their impact. Application programming ...
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Using LLMs to Automate Static-Analysis Adjudication and Rationales

This is a pre-publication version of the article that has been accepted for publication in the August 2024 edition of “CrossTalk: The Journal of Defense Software Engineering.” Software vulnerabilities ...
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10 Lessons in Security Operations and Incident Management

Ruefle, R., 2024: 10 Lessons in Security Operations and Incident Management. Carnegie Mellon University, Software Engineering Institute's Insights (blog), Accessed ...
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Using ChatGPT to Analyze Your Code? Not So Fast

Sherman, M., 2024: Using ChatGPT to Analyze Your Code? Not So Fast. Carnegie Mellon University, Software Engineering Institute's Insights (blog), Accessed October 27 ...
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Cybersecurity of Quantum Computing: A New Frontier

Scanlon, T., 2023: Cybersecurity of Quantum Computing: A New Frontier. Carnegie Mellon University, Software Engineering Institute's Insights (blog), Accessed October ...
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Rust Vulnerability Analysis and Maturity Challenges

Wassermann, G., and Svoboda, D., 2023: Rust Vulnerability Analysis and Maturity Challenges. Carnegie Mellon University, Software Engineering Institute's Insights ...
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Rust Software Security: A Current State Assessment

Sible, J., and Svoboda, D., 2022: Rust Software Security: A Current State Assessment. Carnegie Mellon University, Software Engineering Institute's Insights (blog ...