- Engineer — Learn: Novel side-channel research showing fault-tolerant quantum decoder timing leaks workload characteristics and device identity; no action needed today since enterprise cloud/AppSec engineers do not operate quantum hardware, but the attack surface is worth tracking as organizations begin evaluating quantum cloud services.
- SOC/IR — Skip
- Leader — Learn: Early academic work identifying a passive fingerprinting attack on FTQC hardware — relevant for leaders building a quantum-risk register, but no enterprise exposure or regulatory implication today.