Include Invincea's Deep Learning Engine (Machine Learning) on the UTM
Since Sophos has purchased Invincea, I am requesting that Sophos included Invincea's pre-execution Deep Learning Engine (Machine Learning) on the UTM itself.
Now that Sophos has acquired Invincea and their scanner's ability to detect new malware before it executes, if the scanner was included on the UTM, it could increase the detection of unknown malicious files before they execute.
With the combination of Sophos' database of known safe files which it could check files against, Sophos could avoid the problem of false positives from Machine Learning detection.
I am requesting that Sophos add this Machine Learning layer to the UTM to detect new, unseen malware, and having the UTM submit the file to either Sophos or Sandstorm for further analysis.
Machine Learning would add a new feature to the Sophos UTM that no other UTM/antimalware appliance has and would differentiate it from all others.