Published May 1, 2025 | Version Published
Journal Article Open

Pseudorandom Density Matrices

  • 1. ROR icon Institute of High Performance Computing
  • 2. ROR icon Indian Institute of Science Education and Research Mohali
  • 3. ROR icon California Institute of Technology
  • 4. ROR icon Agency for Science, Technology and Research
  • 5. ROR icon TCG Crest
  • 6. ROR icon Singapore University of Technology and Design
  • 7. ROR icon Technology Innovation Institute

Abstract

Pseudorandom states (PRSs) are state ensembles that cannot be efficiently distinguished from Haar-random states. However, the definition of PRSs has been limited to pure states and lacks robustness against noise. In this work, we introduce pseudorandom density matrices (PRDMs), ensembles of n-qubit states that are computationally indistinguishable from the generalized Hilbert-Schmidt ensemble (GHSE), which is constructed from (n+m)-qubit Haar random states with m qubits traced out. For m=0, PRDMs are equivalent to PRSs, whereas for m=ω(logn), PRDMs are computationally indistinguishable from the maximally mixed state. PRDMs with m=ω(logn) are robust to unital noise channels and separated in terms of security from PRS. PRDMs can disguise valuable quantum resources as trivial states. In particular, we construct pseudoresource state ensembles, which possess near-maximal entanglement, magic and coherence, but are computationally indistinguishable from resource-free states. PRDMs exhibit a pseudoresource gap of Θ(n) vs 0, surpassing previously found gaps. We also render EFI pairs, a fundamental cryptographic primitive, robust to strong mixed unitary noise. Our work has major implications on quantum resource theory. We show that entanglement, magic, and coherence cannot be efficiently tested, and that black-box resource distillation requires a superpolynomial number of copies. We also establish lower bounds on the purity needed for efficient testing and black-box distillation. Finally, we introduce memoryless PRSs, a noise-robust notion of PRS, which are indistinguishable to Haar random states for efficient algorithms without quantum memory, as well as noise-robust quantum money. Our work provides a comprehensive framework of pseudorandomness for mixed states, which yields powerful quantum cryptographic primitives and fundamental bounds on quantum resource theories.

Copyright and License

Published by the American Physical Society under the terms of the Creative Commons Attribution 4.0 International license. Further distribution of this work must maintain attribution to the author(s) and the published article’s title, journal citation, and DOI.

Acknowledgement

K.B. thanks Rahul Jain for interesting discussions. This research is supported by A*STAR C230917003. N.B. acknowledges INSPIRE-SHE scholarship by DST, India. The Institute for Quantum Information and Matter is an NSF Physics Frontiers Center. D.E.K. acknowledges funding support from the Agency for Science, Technology and Research (A*STAR) Central Research Fund (CRF) Award. This research is supported by A*STAR under the Q.InC Strategic Research and Translational Thrust.

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Additional details

Related works

Is new version of
Discussion Paper: arXiv:2407.11607 (arXiv)

Funding

Agency for Science, Technology and Research
C230917003
Department of Science and Technology
Agency for Science, Technology and Research
Central Research Fund (CRF) Award -
Agency for Science, Technology and Research
Q.InC Strategic Research and Translational Thrust -

Dates

Accepted
2025-03-10

Caltech Custom Metadata

Caltech groups
Institute for Quantum Information and Matter, Division of Physics, Mathematics and Astronomy (PMA)
Publication Status
Published