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.
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