Data Science

February 09, 2017
World, Meet MalwareScore

Sharing ideas, tools, and techniques among our community of defenders makes everyone sharper and safer.

Endgame Machine Learning Engine Featured in VirusTotal

Signature-Less Endpoint Prevention and Detection Proven to Anticipate Latest Attacker Innovations

January 20, 2017
Artemis: An Intelligent Assistant for Cyber Defense
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You’ve used them for directions, to order pizza, to ask about the weather. You’ve called them by their names Siri, Alexa, Cortana... You speak to them like you know them, like they can understand you. Why? Because they usually can. Intelligent assistants are on the rise and increasingly supporting our lives. In large part, this is driven by the user’s desire for ever more efficient querying and frictionless action. Instead of muddling through bloated interfaces, simply speaking or typing your queries or commands through a bot is often easier, faster, and seamless.

Endgame Announces Artemis: ‘Siri for Security’ to Transform SOC Operations

AI-powered chatbot bolsters security analysts to accelerate attack detection and response 

November 18, 2016
Using Deep Learning to Detect DGAs
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Long Short-Term Memory networks - a form of deep learning - are a basic yet powerful approach for detecting domain generation algorithms. We introduce this machine learning approach and how we implement it to detect DGAs at scale.

November 08, 2016
Endgame Research @ AISec: Deep DGA
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At this year's AISec conference, data scientist Bobby Filar presented co-authored work titled DeepDGA: Adversarially-Tuned Domain Generation and Detection. It was quickly evident that more conferences which focus on the intersection of machine learning and infosec are desperately needed.

October 02, 2016
Is Hadoop Ready for Security?
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In 2008, the number of internet-connected devices surpassed the number of people on the planet and Facebook overtook MySpace as the most popular social network. At the time, few people grasped the impact that these rapidly expanding digital networks would have on both national and cyber security.

Domain Expertise And AI: Conquering The Next Generation Of Cyber Threats

AI should be seen as a multiplier, not a silver bullet. The hype around AI and data science is warranted, but AI isn’t a homogenous black box.

August 14, 2016
Endpoint Malware Detection for the Hunt: Real-world Considerations

In this post, we'll address operationalizing a malware classifier on an endpoint in the context of a hunt paradigm.

July 31, 2016
It's a Bake-off!: Navigating the Evolving World of Machine Learning Models

In our previous blog, we reviewed some of the core fundamentals in machine learning with respect to malware classification.