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Edition 126 · work · Pawar; Shaunak Suresh; Punch; Samuel; Guha; Krishnendu

Quantum Computing’s Cover Blown: Workload Structures Leak Data

Hardware-aware compilation exposes quantum workload structure, rendering data confidentiality efforts moot. Privacy is an illusion.

Quantum Computing’s Cover Blown: Workload Structures Leak Data
FO Take · Score 85

Quantum computing promises a new era of secure data. This is a lie. Workload structures, like circuit depth and gate counts, are inherently observable, betraying the very "privacy" touted by proponents. Your quantum secrets are not safe from prying eyes interested in the computational journey, not just the destination. What good is data confidentiality when the process itself is exposed?

The strongest counter

The structural leaks are an engineering challenge, not a fundamental flaw. Future quantum systems will undoubtedly encrypt or obscure workload patterns, rendering this concern obsolete.

Audit trail
  • ·Hardware signatures
  • ·Workload visibility
  • ·Compilation leaks
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