Articles By Bobby Filar

Engineering

Discovering anomalous patterns based on parent-child process relationships

Discovering anomalous patterns via machine learning helps detect adversaries who bypass modern security software through “living off the land” techniques.

Engineering

Machine learning for cybersecurity: only as effective as your implementation

This first post of two motivates the "why" and explores the "how" behind malware prevention via supervised machine learning in Elastic Endpoint Security.

Engineering

Going “Deep” With Artemis 3.0

Over two years ago we announced Artemis, Endgame’s natural language interface to facilitate and expedite detection and response.

News

Why we release our security research

Openness and transparency are adjectives to which our community should aspire. But, where’s the bright line that one shouldn’t cross?

Engineering

Ask me anything: From query to natural language

In this post, we describe this process of transitioning from strict query syntax toward building a user-friendly interface flexible enough to answer questions.

News

Artemis: an intelligent assistant for cyber defense

Endgame introduces Artemis, a first-of-its-kind intelligent assistant for cyber defense operations with these challenges in mind.

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

Engineering

NLP For Security: Malicious Language Processing

Natural Language Processing (NLP) is a diverse field in computer science dedicated to automatically parsing and processing human language.