Lena Pons
Software Engineering Institute
Publications by Lena Pons
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Augur: A Step Towards Realistic Drift Detection in Production ML Systems
April 11, 2022 • White Paper
Sebastián EcheverríaLena PonsJeff Chrabaszcz (Govini)
The toolset and experiments reported in this paper provide an initial demonstration of (1) drift behavior analysis (2) metrics and thresholds (3) libraries for drift detection.
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Automated Design Conformance During Continuous Integration
November 07, 2021 • Presentation
Robert NordLena Pons
The project "Automated Design Conformance during Continuous Integration" to develop a tool that automatically checks that each code commit conforms to its intended architecture.
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AI is Not Magic: Machine Learning for Network Security
August 17, 2020 • Presentation
Eliezer KanalLena Pons
This presentation introduces foundational data science concepts and prepares attendees to scope new Artificial Intelligence and Machine Learning projects.
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Building Knowledge from Inference: Logical Language Models for Cybersecurity
October 24, 2018 • Presentation
Lena Pons
cybersecurity models
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Digital Footprints: Managing Privacy and Security
July 24, 2018 • Webinar
Matthew J. ButkovicLena Pons
With the recent Cambridge Analytica news and the rollout of the General Data Privacy Rule (GDPR) in Europe, there are many questions about how social media data privacy is managed and how it could be managed.
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Three Software Innovations that DoD Needs Now
May 18, 2018 • Webinar
Jeff BolengRobert SchielaSam Procter
Watch Jeff Boleng, Robert Schiela, Samuel Procter, Lena Pons, and Nathan VanHoudnos discuss "Three Software Innovations that DoD Needs Now".
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