International Business Machines Corporation

Darrel Haswell

Jeb R Linton

Naeem Altaf

Bradley E Harris

Ron Williams

Satya Sreenivas

Sanjay Nadhavajhala

John Walter Morris

Methods and systems for artificially intelligent security incident and event management using an attention-based deep neural network and transfer learning are disclosed. A method includes: collecting, by a computing device, system and network activity events in bulk; forming, by the computing device, a corpus using the collected system and network activity events; correlating, by the computing device, discrete events of the system and network activity events into offenses; adding, by the computing device, additional features to the corpus representing the offenses and disposition decisions regarding the offenses; training, by the computing device, a deep neural network using the corpus; and tuning, by the computing device, the deep neural network for a monitored computing environment using transfer learning.

Artificially intelligent security incident and event management

Growing community of inventors

Austin, TX, United States of America

Darrel Haswell