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Publications

The SEI provides access to more than 5,000 documents from three decades of research on best practices in software engineering. These documents include technical reports, presentations, webinars, podcasts, blogs, and other searchable materials. You can search our database to find publications that span the SEI's history as well as current research.

SEI Digital Library

Our digital library holds over 30 years of publications that you can browse by topic, author, and publication type.

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Designing Trustworthy AI: A Human-Machine Teaming Framework to Guide Development

Designing Trustworthy AI: A Human-Machine Teaming Framework to Guide Development

December 10, 2019 • Conference Paper
Carol J Smith

The Human-Machine Teaming (HMT) Framework for Designing Ethical AI Experiencesdes, when used with a set of technical ethics, will guide AI development teams to create AI systems that are accountable, de-risked, respectful, secure, honest, and usable

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Component Mismatches Are a Critical Bottleneck to Fielding AI-Enabled Systems in the Public Sector

Component Mismatches Are a Critical Bottleneck to Fielding AI-Enabled Systems in the Public Sector

December 10, 2019 • Conference Paper
Grace LewisStephany BellomoApril Galyardt

systems integration, to identify the implicit assumptions made by practitioners in different fields (data scientists, software engineers, operations staff) and find ways to communicate the appropriate information explicitly

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Prioritizing Vulnerability Response: A Stakeholder-Specific Vulnerability Categorization

Prioritizing Vulnerability Response: A Stakeholder-Specific Vulnerability Categorization

December 04, 2019 • White Paper
Jonathan SpringEric HatlebackAllen D. Householder

This paper presents a testable Stakeholder-Specific Vulnerability Categorization (SSVC) that takes the form of decision trees and that avoids some problems with the Common Vulnerability Scoring System (CVSS).

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Women in Software and Cybersecurity: Kristi Roth

Women in Software and Cybersecurity: Kristi Roth

November 26, 2019 • Podcast

Kristi Roth discusses her experience as an intern in the SEI's Software Solutions Division and her journey into the field of software engineering.

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Future Reach Conversation: Countering Adversarial Operations Made Possible by AI

Future Reach Conversation: Countering Adversarial Operations Made Possible by AI

November 22, 2019 • Video
Allen D. HouseholderLujo Bauer (Carnegie Mellon University, Department of Electrical and Computer Engineering)Kathleen Carley (Carnegie Mellon School of Computer Science)

Watch as Dr. Matt Gaston, Director of SEI Emerging Technology Center, moderates discussion on countering adversarial operations made possible by AI

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Summarizing and Searching Video (2019)

Summarizing and Searching Video (2019)

November 22, 2019 • Video
Edwin J. MorrisRachel Brower-SinningJeffrey Hansen

Watch SEI and CMU researchers discuss a way to improve the training of machine learning algorithms necessary for detecting, tracking, and recognizing patterns of objects in video.

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