In device security, artificial intelligence offers unprecedented capabilities to support analysis and testing efforts. The ability to analyse large and complex data sets to identify patterns and make accurate predictions makes AI an attractive tool in the field of device security, which often involves handling numerous (combinations of) parameters.
“We have inputs (such as traces or glitching parameters) and can generate training data to feed into a model. By training the model with these inputs and predictions, we can leverage AI to find patterns that the human eye might fail to notice. While humans are adept at identifying patterns, our ability to perceive them is limited to only a few dimensions. AI models, on the other hand, can identify complex patterns across many dimensions.” – commented Kees Jongenburg, Senior Security Innovator at Keysight. (Riscure)