August 30, 2017 Defining the truth: how Sophos overcomes uncertain labels in machine learning Uncertain labels are a challenge of applying machine learning to cybersecurity. We look at some of the ways Sophos overcomes this obstacle. Products & Services
August 11, 2017 Demystifying deep learning: how Sophos builds machine learning models An introduction to the process Sophos takes towards the development of a deep learning model. Products & Services
July 26, 2017 Garbage in, garbage out: a cautionary tale about machine learning Security based on machine learning is only as great as the data it feeds on, as Sophos data scientist Hillary Sanders explains at Black Hat 2017 Naked Security
July 26, 2017 Where are the holes in machine learning – and can we fix them? Machine learning algorithms are increasingly a target for the bad guys - but the industry is working to stop them, explains Sophos chief data scientist Joshua Saxe Naked Security
July 25, 2017 For better machine-based malware analysis, add a slice of LIME Adding a slice of LIME to machine learning can take it from the 'what' to the why' Naked Security
June 02, 2017 We’re taking a quantum leap over traditional machine learning Many security vendors already use machine learning. So, what makes our deep learning approach different and how much better does it perform? Products & Services
February 08, 2017 Focus turns to deep learning to help social media tackle online abuse Facebook is just one of the technology big hitters working on deep learning to help put a stop to harassment Naked Security
June 14, 2016 Apple promises “differential privacy” at Worldwide Developers Conference At its Worldwide Developer Conference (WWDC) yesterday, Apple unveiled iOS 10, macOS, and "differential privacy." Naked Security
June 02, 2016 Facebook’s new DeepText AI understands almost everything we write Wouldn't it be nice (and, of course, revenue-producing) if Facebook's algorithms understood you need a taxi? Welcome to DeepText - it knows! Naked Security
