Securing NISQ Quantum Computer Reset Operations Against Higher Energy State Attacks
Nov 21, 2023·
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Chuanqi Xu
Jessie chen
Allen mi
Jakub szefer
Abstract
Enabling the sharing of quantum computers among different users requires a secure reset operation that can reset the state of a qubit to ground state |0$>$ and prevent leakage of the state to a post-reset circuit. This work highlights that the existing reset operations available in superconducting qubit NISQ quantum computers are not fully secure. In particular, this work demonstrates for the first time a new type of higher-energy state attack. Although NISQ quantum computers are typically abstracted as working with only energy states |0$>$ and |1$>$, this work shows that it is possible for unprivileged users to set the qubit state to |2 or |3$>$. By breaking the abstraction of a two-level system, the new higher-energy state attack can be deployed to affect the operation of circuits or for covert communication between circuits. This work shows that common reset protocols are ineffective in resetting a qubit from a higher-energy state. To provide a defense, this work proposes a new Cascading Secure Reset (CSR) operation. CSR, without hardware modifications, is able to efficiently and reliably reset higher-energy states back to |0$>$. CSR achieves a reduction in |3$>$ -initialized state leakage channel capacity by between 1 and 2 orders of magnitude, and does so with a 25x speedup compared with the default decoherence reset.
Type
Publication
ACM SIGSAC Conference on Computer and Communications Security (CCS)

Authors
Chuanqi Xu
(he/him)
Research Scientist
I am a Research Scientist at Meta working on Meta’s Generative Ads Recommendation Model (GEM). My focus is on designing and implementing novel transfer learning paradigms to amplify the impact of foundation models within production environments. Additionally, I am working on optimizing the efficiency and performance of GEM’s ecosystem.
Previously, I earned my PhD at Yale University. My research there sat at the intersection of quantum computing and security, where I designed novel attacks and defenses for quantum computers. Before this, I completed my undergraduate studies at University of Science and Technology of China (USTC), where I studied and researched on theoretical and computational condensed matter physics.
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