Jean-Gabriel Gaudreault

projects / publications /

Hi, I'm Jean-Gabriel

PhD — Machine Learning, Software Development & Education

Welcome to my personal website. I write about topics that interest me, mostly machine learning, software development, and education. I share insights from my research and projects, along with other stuff I find interesting.

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If you want to get in touch with me about something or just to say hi, reach out on social media or send me an email.

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jg.gaudreault@outlook.com

Recent projects

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StreamNDR

Open source library enabling novelty detection in data streams for Python

Recent publications

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Prioritizing the essential: A robust evaluation framework for novelty detection

A formalized evaluation framework and novel metrics for fairly assessing novelty detection algorithms over time.

06 January 2025
Detection of Novel Cyberattacks Using Multi-Binary Classifiers

A novel supervised approach using multi-binary classifiers to detect unseen zero-day cyberattacks with low false alarm rates.

11 November 2024
A systematic literature review of novelty detection in data streams: Challenges and opportunities

A comprehensive review of the state-of-the-art, challenges, and future directions for novelty detection in data streams.

14 May 2024

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