CMU SEI Research Review 2020 Presentation Videos
• Collection
Publisher
Software Engineering Institute
Topic or Tag
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.
Watch
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.
Watch
Ethics in AI Engineering
• Video
By Carol J. Smith
The presentation discusses how to reduce unintended/harmful bias and prevent the inevitable harm that comes from "unknowable" systems.
Watch
Knowing When You Don't Know: Engineering AI Systems in an Uncertain World
• Video
By Eric Heim
This presentation provides a view of new research about artificial intelligence (AI) system engineering and uncertainty.
Watch
Topics in Advanced Computing: The Promise and Challenges of Recommendation Systems for the DoD
• Video
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.
Watch
Advancing Cyber Operator Tradecraft Through Automated Static Binary Analysis
• Video
By Cory Cohen, Edward J. Schwartz, Jeff Gennari
This presentation discusses three SEI research and development projects that help malware and vulnerability analysts.
Watch
Automated Code Repair for Memory Safety
• Video
By William Klieber, Lori Flynn, Robert Schiela
This work aims to develop techniques to eliminate security vulnerabilities at a lower cost than manual repair.
Watch
Static Code Analysis Classification
• Video
By Lori Flynn, William Klieber, Robert Schiela
Progress in research toward the rapid adjudication of static analysis alerts during continuous integration
Watch
Implementing Cyber Security in DoD Supply Chains
• Video
By William R. Claycomb
This panel discussion about cyber security was part of the 2020 SEI Research Review.
Watch
Toward the Use of Human-Machine teaming and Fully Autonomous Operations
• Video
By Jeff Mattson
This presentation describes CMU SEI's work in cyber workforce development and autonomous cyber operations.
Watch