Deep Learning technology enables Sophos to detect unknown malware very accurately. The cloud-trained machine learning autonomously identifies the most important attributes to distinguish between malware and unknown data and rarely requires updates, despite its small memory footprint of only 20MB. With the complementary and ever-expanding data from SophosLabs, Deep Learning is able to draw a clear line between malicious and harmless files.