Blog | Machine Learning

Phishing,

Machine Learning,

AI,

2022

Using Machine Learning to Identify Email-Based Scams

By David Vuijsje
on April 04, 2022

I was first exposed to the idea of micro-expressions by Lie to Me, a crime series inspired by the work of Paul Ekman, professor emeritus at UCSF and advisor to law enforcement. By analyzing ...

Ransomware,

Phishing,

Email Security,

Credential Theft,

Machine Learning,

Remote Workplace,

2022

5 Email Security and Phishing Predictions for 2022 (Part 2)

By Themis
on February 25, 2022

Being prepared for the latest email security and phishing threats requires anticipating what’s on the horizon over the next year or so. Part one of this series of predictions covered the possible ...

Automation,

Machine Learning,

SOC,

2021

Four Benefits of Automated Advanced Phishing Threat Protection to the Channel

By Eyal Benishti
on October 14, 2021

Fostering channel partnerships with reputable value-added resellers (VARs) has become an important component of most cybersecurity companies go-to-market strategies. Challenged by what seems like ...

Email Security,

Machine Learning,

IRONSCALES Engineering,

2021

IRONSCALES Engineering: Developing a Machine Learning Model to Identify Phishing Emails

By Mordechai Worch
on September 23, 2020

In this post we will discuss the methodology and workflow of our ML team and walk through a case study of deploying a real machine learning model at scale. IRONSCALES is a cybersecurity startup that ...

Machine Learning,

2020

Preventing Phishing Attacks with Machine Learning

By Eyal Benishti
on May 27, 2020

Combine Machine Learning With Human Intelligence To Fight Phishing Attacks Email phishing attacks pose a constant challenge to organizations and their users perhaps today more than ever. The days of ...

Email Security,

Machine Learning,

2020

Just What is A Self-Learning Email Security Platform?

By Lomy Ovadia
on May 20, 2020

Stop me if you’ve heard this before: Phishing threats are constantly morphing at scale and the vast majority of businesses simply don’t have the time, money and resources to investigate each and ...

Anti Phishing,

Machine Learning,

2020

Our New Email Security Survey Finds a Disconnect Between the C-Suite and Practitioners

By Eyal Benishti
on March 10, 2020

If you live and breathe info security, you’re undoubtedly familiar with the many sobering statistics that chronicle the persistent challenges of email security and phishing attacks:

Automation,

Remediation,

Machine Learning,

AI,

Forensics,

2019

How To Mitigate Email Security Risk With Continuous Feedback Loops

By Eyal Benishti
on October 16, 2019

Warren Buffett once famously said that cyberattacks were “the number one problem faced by mankind,” exceeding even the threats from nuclear, biological and chemical weapons.

Anti Phishing,

Incident Response,

Machine Learning,

2019

Dispelling the Three Most Common Myths of Email Security Incident Response

By Lomy Ovadia
on September 18, 2019

The email security industry has become congested with manufactured trends and buzzwords, saturating the landscape with misused terminology as outdated platforms clamor to stay on top of advanced ...

The 1%

Using Machine Learning to Identify Email-Based Scams

5 Email Security and Phishing Predictions for 2022 (Part 2)

Four Benefits of Automated Advanced Phishing Threat Protection to the Channel

IRONSCALES Engineering: Developing a Machine Learning Model to Identify Phishing Emails

Preventing Phishing Attacks with Machine Learning

Just What is A Self-Learning Email Security Platform?

Our New Email Security Survey Finds a Disconnect Between the C-Suite and Practitioners

How To Mitigate Email Security Risk With Continuous Feedback Loops

Dispelling the Three Most Common Myths of Email Security Incident Response

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