Microsoft and Intel researchers have found a way to combine artificial intelligence and image analysis to create a highly effective means to combat malicious software infections. The researchers call their approach “STAMINA” — static malware-as-image network analysis — and say it’s proven to be highly effective in detecting malware with a low rate of false positives. What STAMINA does is take binary files and turn them into images that artificial intelligence software can analyze using “deep learning.”
Loading ...
Microsoft, Intel Combine Deep Learning and Pixels to Nix Malware
Posted by: John P. Mello Jr. May 13, 2020 10:11 AMMicrosoft and Intel researchers have found a way to combine artificial intelligence and image analysis to create a highly effective means to combat malicious software infections. The researchers call their approach “STAMINA” — static malware-as-image network analysis — and say it’s proven to be highly effective in detecting malware with a low rate of false positives. What STAMINA does is take binary files and turn them into images that artificial intelligence software can analyze using “deep learning.”