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May 8, 2020March 20, 2023

The File path Model: Using Context To Help Convict Malware

In the wild, we often see that malware in user systems persists well hidden in obfuscated or randomized file locations. […]

Konstantin Berlin
Adarsh Kyadige
May 7, 2020March 20, 2023

Are you on target to achieve your strategic initiatives? Methods from our practice at Sophos AI

How we leverage tools and techniques to get real-time forecasts for Data Science initiatives

Reshma Shahabuddin
April 3, 2020March 20, 2023

CATBERT — Detecting malicious emails with a bleeding-edge neural language model

Introduction Malicious emails have been widely used by cybercriminals to attack numerous victims using techniques such as fraud, phishing and […]

Younghoo Lee
March 30, 2020March 20, 2023

Leaner, meaner, better models with model compression

Deep learning models can produce state of the art performance for malware detection, but that performance comes at a price: […]

Richard Harang

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