The Importance of Peer-Review in Machine Learning

We’ve heard a lot in the news about FDA trials for COVID-19 vaccines.  This is an important step in validating the claims made by the drug manufacturers.  Are there similar stamps of approval for machine learning – especially in cybersecurity? 

The closest we get to such rigor is peer-review – where the algorithms are reviewed by independent experts in the field.  If a vendor does not show evidence of peer-review, you may be taking their word for their performance claims.

Today's video blog discusses the importance of peer review for machine learning and goes over how the process works. 

The Importance of Peer-Review in Machine Learning

 

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