CMU SEI Research Review 2020 Presentation Videos
• Collection
Publisher
Software Engineering Institute
Subjects
Abstract
This collection contains video presentations from CMU SEI Research Review 2020.
Collection Items
Train, but Verify: Towards Practical AI Robustness
• Video
By Nathan M. VanHoudnos, Jon Helland
This presentation describes efforts to train AI systems to enforce at least two security policies and verify security by testing against realistic threat models.
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Investigating Techniques for Summarizing and Searching Video
• Video
By Edwin J. Morris, Adam Harley (Carnegie Mellon University)
This presentation describes work to develop ML algorithms for detecting and better tracking objects, and recognizing patterns of objects and object interactions.
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Ethics in AI Engineering
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By Carol J. Smith
The presentation discusses how to reduce unintended/harmful bias and prevent the inevitable harm that comes from "unknowable" systems.
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Knowing When You Don't Know: Engineering AI Systems in an Uncertain World
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By Eric Heim
This presentation provides a view of new research about artificial intelligence (AI) system engineering and uncertainty.
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Topics in Advanced Computing: The Promise and Challenges of Recommendation Systems for the DoD
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By John Wohlbier
This presentation describes recommendation systems, their potential use by the Department of Defense (DoD), and the impact of CMU SEI's research in this area.
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Advancing Cyber Operator Tradecraft Through Automated Static Binary Analysis
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By Cory Cohen, Edward J. Schwartz, Jeff Gennari
This presentation discusses three SEI research and development projects that help malware and vulnerability analysts.
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Automated Code Repair for Memory Safety
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By William Klieber, Lori Flynn, Robert Schiela
This work aims to develop techniques to eliminate security vulnerabilities at a lower cost than manual repair.
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Static Code Analysis Classification
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By Lori Flynn, William Klieber, Robert Schiela
Progress in research toward the rapid adjudication of static analysis alerts during continuous integration
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Implementing Cyber Security in DoD Supply Chains
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By William R. Claycomb
This panel discussion about cyber security was part of the 2020 SEI Research Review.
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Toward the Use of Human-Machine teaming and Fully Autonomous Operations
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By Jeff Mattson
This presentation describes CMU SEI's work in cyber workforce development and autonomous cyber operations.
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AIDE: Artificial Intelligence Defense Evaluation
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By Shing-hon Lau
Organizations turn to AI defenses to augment the analyst pool and to counter the speed of operation of cyberattacks.
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About the President's Cup Competition
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By Matt Kaar
The competition highlights cybersecurity talent in the federal government and promotes careers in the field.
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Untangling the Knot: Enabling Rapid Software Evolution
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By James Ivers
This project uses AI techniques to recommend refactorings that can improve the structure of software in significantly less time than it takes to manually refactor.
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TwinOps - Digital Twins meet DevOps
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By Jerome Hugues
This research improves the state of the art and the state of practice to design and analyze cyber-physical systems using DevOps and model-based engineering.
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Model Based Engineering with AADL: Transitioning Research to Practice
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By Sam Procter
To understand interactions between safety and security mechanisms, CMU SEI researchers are developing an integrated safety and security engineering approach supported by an AADL workbench.
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Software Research in Action: Multidisciplinary Work Supporting a Paradigm Shift in DoD Acquisition
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By Forrest Shull
This DoD-focused software research panel was part of the 2020 SEI Research Review.
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Automated Design Conformance During Continuous Integration
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By Robert Nord
The project employs code analysis, software architecture knowledge, and ML to automatically extract design as implemented in the code and check conformance.
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Modernization for Rapid Delivery of Enhanced Capability/Reduction of Sustainment Cost
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By Suzanne Miller
This panel discussion was part of the 2020 Research Review.
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CMU SEI Agile Virtual Schoolhouse
• Video
By Suzanne Miller, Will Hayes
This presentation provides a primer on a virtual training channel for Agile use in government settings.
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Software Engineering’s Grand Challenges: Voices from Visionaries
• Video
By Anita Carleton
This is a Research Review 2020 panel discussion about the future of software engineering.
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Rapid Adjudication of Static Analysis Alerts During Continuous Integration
• Video
By Lori Flynn, Robert Nord, Hasan Yasar
Progress in research toward the rapid adjudication of static analysis alerts during continuous integration.
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