Flux AI: unknown threats

unknown threats Flux Artworks

3D comparison dashboard showing left traditional closed set detector with gray model mislabeling unknown threats as normal. Right side features open set system with blue model correctly triggering alerts for unknown threats. Central projection compares feature spaces of both models showcasing compact clustering versus separated hypersphere of open set. Performance metrics at the bottom showing FPR reducing from 32% to 6.7% and recall for unknown threats improving by 89%. Neo-Tokyo holographic UI style is used.

3D Comparison Dashboard of Cybersecurity Detection: Traditional vs Open Set Systems

Data Visualization
unknown threats
detection systems