IRONSCALES Engineering: Data Enrichment and Machine Learning Models for Phishing Detection

by Mordechai Worch

October 07, 2022

How IRONSCALES detects phishing attacks and threats in real-time.

Contextual data is a critical element for a robust machine learning (ML) system yet building real-time data pipelines is very challenging. In this video, we describe:

IRONSCALES' data systems
How we scaled to loads of 50k predictions per second
How contextual ML models are used in ensemble with other classifiers

Learn more about engineering at IRONSCALES, the team, and some of their work here.

Tags:

IRONSCALES Engineering, 2022, Technical Corner

Post by Mordechai Worch
October 7, 2022

Comments

IRONSCALES Engineering

By Mordechai Worch on October 25, 2022

Deploying machine learning models is hard. Deploying multiple machine-learning models in parallel is harder.

IRONSCALES Engineering

By Mordechai Worch on October 07, 2022

IRONSCALES Engineering: The Challenges of Using AWS Glue as a Schema

Email Security

By Mordechai Worch on September 23, 2020

IRONSCALES Engineering: Data Enrichment and Machine Learning Models for Phishing Detection

IRONSCALES Engineering: Data Enrichment and Machine Learning Models for Phishing Detection

How IRONSCALES detects phishing attacks and threats in real-time.

Learn more about engineering at IRONSCALES, the team, and some of their work here.

Tags:

Comments

Deploying machine learning models is hard. Deploying multiple machine-learning models in parallel is harder.

IRONSCALES Engineering: The Challenges of Using AWS Glue as a Schema

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