(Pseudo) Random Quantum States with Binary Phase

  • Zvika BrakerskiEmail author
  • Omri Shmueli
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 11891)


We prove a quantum information-theoretic conjecture due to Ji, Liu and Song (CRYPTO 2018) which suggested that a uniform superposition with random binary phase is statistically indistinguishable from a Haar random state. That is, any polynomial number of copies of the aforementioned state is within exponentially small trace distance from the same number of copies of a Haar random state.

As a consequence, we get a provable elementary construction of pseudorandom quantum states from post-quantum pseudorandom functions. Generating pseudorandom quantum states is desirable for physical applications as well as for computational tasks such as quantum money. We observe that replacing the pseudorandom function with a (2t)-wise independent function (either in our construction or in previous work), results in an explicit construction for quantum state t-designs for all t. In fact, we show that the circuit complexity (in terms of both circuit size and depth) of constructing t-designs is bounded by that of (2t)-wise independent functions. Explicitly, while in prior literature t-designs required linear depth (for \(t > 2\)), this observation shows that polylogarithmic depth suffices for all t.

We note that our constructions yield pseudorandom states and state designs with only real-valued amplitudes, which was not previously known. Furthermore, generating these states require quantum circuit of restricted form: applying one layer of Hadamard gates, followed by a sequence of Toffoli gates. This structure may be useful for efficiency and simplicity of implementation.



We thank Henry Yuen and Vinod Vaikuntanathan for insightful discussions. In particular thanks to Henry for pointing us to the [6] result. We thank the anonymous reviewers for their useful comments. We also thank Aram Harrow for providing advice regarding the state of the art.


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Copyright information

© International Association for Cryptologic Research 2019

Authors and Affiliations

  1. 1.Weizmann Institute of ScienceRehovotIsrael
  2. 2.Tel-Aviv UniversityTel-AvivIsrael

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