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Blog

Paulo Shakarian

Recent Posts

Why Vulnerability Management Needs Machine Learning

Paulo Shakarian on Feb 28, 2021 2:39:12 PM

The concept of vulnerability management has been around for quite some time now – dating back to the late 1990’s when NIST started cataloging vulnerabilities and tools like Nessus first became..

Machine Learning: Business Economics

Paulo Shakarian on Feb 25, 2021 5:00:00 AM

Today we discuss the economics involved in a machine learning business – and different approaches taken in productizing machine learning. 

Conducting a Proof-of-Concept for a Cybersecurity Machine Learning Solution

Paulo Shakarian on Feb 20, 2021 10:13:46 AM

Machine Learning has much promise for cybersecurity and this has led to excitement and a desire to move forward with a proof-of-concept (POC) with vendors of a machine learning driven security..

New Resource on Cybersecurity and Machine Learning

Paulo Shakarian on Feb 18, 2021 5:00:00 AM
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The Evolution of the Application of ML to Threat Prediction

Paulo Shakarian on Feb 15, 2021 7:36:07 PM

The founding team at CYR3CON didn’t suddenly consider the application of machine learning to cybersecurity overnight.  The ideas evolved from a series of efforts that spanned over a decade. 

Q&A: The Oldsmar Cyber Attack

Paulo Shakarian on Feb 9, 2021 8:26:02 PM
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The Machine Learning Technique You Unknowingly Use Every Day

Paulo Shakarian on Feb 4, 2021 5:00:00 AM

Did you know you're using a type of machine learning – called unsupervised machine learning – almost every day?

Get Ready For AI’s Impact on Security

Paulo Shakarian on Jan 31, 2021 6:05:41 PM

This week we’re presenting at the Ai4 Cybersecurity virtual conference – an event we are quite excited about. The theme of the conference is exactly as one would expect by its name: guide the..

3 Strategies to Take Vulnerability Management to the Next Level

Paulo Shakarian on Jan 28, 2021 5:00:00 AM

 

As vulnerability management evolves – both in terms of the amount of attack surface covered as well as in its direct connection to risk - CISOs are finding that a vulnerability management team..

Evaluating Machine Learning Performance: Understanding Precision and Recall

Paulo Shakarian on Jan 21, 2021 5:00:00 AM

Precision and recall are two of the widest-used measurements of performance in machine learning and are also very relevant to cybersecurity applications.