Carson Sestili
SEI CERT
Carson Sestili is an SEI alumni employee.
Carson Sestili is a machine learning research scientist in the CERT Data Science group, where he uses data science, statistics, and machine learning for research in cybersecurity and intelligence. His work at CERT has involved applying machine learning for problems in satellite image recognition, code security defect detection, and cyber-incident forecasting. He has also investigated machine learning models that identify novel and ambiguous data.
Publications by Carson Sestili
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Deep Learning in Depth: The Future of Deep Learning
November 27, 2018 • Podcast
Ritwik GuptaCarson Sestili
Ritwik Gupta and Carson Sestili discuss the future of deep learning.
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Deep Learning in Depth: Adversarial Machine Learning
November 27, 2018 • Podcast
Ritwik GuptaCarson Sestili
Ritwik Gupta of the SEI's Emerging Technology Center and Carson Sestili, formerly of the SEI's CERT Division and now with Google, discuss adversarial machine learning.
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Deep Learning in Depth: The Importance of Diverse Perspectives
November 08, 2018 • Podcast
Ritwik GuptaCarson Sestili
Ritwik Gupta of the SEI's Emerging Technology Center and Carson Sestili, formerly of the SEI's CERT Division and now with Google, discuss the importance of diverse perspectives in deep learning.
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Deep Learning in Depth: IARPA's Functional Map of the World Challenge
October 11, 2018 • Podcast
Ritwik GuptaCarson Sestili
Ritwik Gupta and Carson Sestili describe their use of deep learning in IARPA's Functional Map of the World Challenge.
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Deep Learning in Depth: Deep Learning versus Machine Learning
October 04, 2018 • Podcast
Ritwik GuptaCarson Sestili
In this podcast excerpt, Ritwik Gupta and Carson Sestili describe deep learning and how it differs from machine learning.
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Digital Footprints: What Can be Learned from the Traces We Leave on Social Networks
July 12, 2018 • Webinar
April GalyardtCarson Sestili
In this first webcast in a two-part series, April Galyardt and Carson Sestili described what metadata is and what information can be gleaned from it.
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Deep Learning in Depth: The Good, the Bad, and the Future
June 07, 2018 • Podcast
Ritwik GuptaCarson Sestili
Ritwik Gupta and Carson Sestili describe deep learning, a popular and quickly growing subfield of machine learning.
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