Joshua Saxe is Chief Data Scientist at Sophos, where he and his team focus on developing breakthrough security data science technologies. Highlights of his work have included leading research to develop neural networks for detecting malicious PE, URL and HTML content, developing a crowd data driven malware reverse engineering system, and leading research to discover malware genealogical relationships at scale. He is currently working on a book for No Starch Press on security data science.
The New Cat and Mouse Game: Attacking and Defending Machine Learning Based Software