This would help to ensure that the machine learning model learns to identify malicious traffic even though there is less data for that class. Below is an example of how the class weights are ...

Abstract: Motivated by the need to understand the behaviour of complex machine learning (ML) models ... An alternative to DTs are Binary Decision Diagrams (BDDs), which can be deemed interpretable.

Starting with topological descriptors of datasets, in the form of persistence diagrams, we provide examples and methodology to create features from these diagrams to be used in machine ... learning ...

Towards this goal, a task pipeline has been designed, which classifies the micrographs into a target class and subsequently implements ... function in accordance with the classified label. For example ...