Flux AI: AI threat detection

AI threat detection Flux Artworks

Create a 3D comparison dashboard showing two vehicle models. Left model is a traditional closed-set detector in gray, mislabeling unknown threats as normal. Right model is an open-set system in blue, correctly alerting for unknown threats. Feature space comparison between compact clustering of the traditional model and the separated hypersphere of the open-set model is shown in the middle. Bottom displays performance metrics where FPR drops from 32% to 6.7% and Recall@Unknown improves by 89%. Visual style reflects Neo-Tokyo aesthetics.

3D Comparison Dashboard of Traditional and Open Set Threat Detection Models in Cybersecurity

Data Visualization

feature space projection