Articles By Phil Roth

News

Extending EMBER

Today, we’d like to announce a new release of EMBER (Endgame Malware BEnchmark for Research), our open source benchmark dataset.

Releases

Introducing Ember: An Open Source Classifier And Dataset

Endgame releases ember to address the lack of open-source datasets in the domain of static malware detection.

Engineering

Data Visualization For Machine Learning

Building a machine learning model for a data product is a difficult task involving many steps from data collection and management all the way to integration and

Engineering

Don't (W)Cry, you've got Endgame

Three prominent cybersecurity trends converged today: ransomware attacks, data dumps of nation-state offensive capabilities, and healthcare industry attacks.

Engineering

Machine Learning: You Gotta Tame The Beast Before You Let It Out Of Its Cage

Machine learning is a fashionable buzzword right now in infosec, and is often referenced as the key to next-gen, signature-less security. But along with all of

Engineering

It's A Bake-Off!: Navigating The Evolving World Of Machine Learning Models