Juq-325 !!top!! (EASY · BREAKDOWN)

Quantum‑enabled inference raises novel attack surfaces: adversaries could attempt to manipulate the quantum state (e.g., via electromagnetic interference) to degrade accuracy. JUQ‑325 incorporates and fallback to purely classical execution when quantum error rates exceed a configurable threshold, mitigating potential exploits.

“Powerful insight, instant action—right where you need it.” juq-325

The stack is fully open‑source under the Apache‑2.0 license, encouraging community contributions and facilitating integration into existing edge‑AI pipelines. mitigating potential exploits. “Powerful insight