How SophosAI Stops BEC gift card scams
Gift cards are a favorite way for scammers to squeeze money out of their victims. Unlike wire or bank transfers, […]
Author Richard Harang
Sophos-ReversingLabs (SOREL) 20 Million sample malware dataset
The Sophos AI team is excited to announce the release of SOREL-20M (Sophos-ReversingLabs – 20 million) – a production-scale dataset […]
ML Expectation vs. Reality, Part 2: Doing the Actual Analysis
So, you’ve followed the advice in Part 1 of this series. Now you’ve got a nice big data set and you’re pretty sure that […]
How much malware is out there, anyway?
Introduction When we move machine learning models from the lab to the real world, tracking and evaluating model performance becomes […]
Debugging Deep Learning Models
Attention conservation notice: This is a slightly expanded version of a Twitter thread I posted back in January 2020. If […]