Encrypted-State Quantum Compilation Scheme Based on Quantum Circuit Obfuscation
- URL: http://arxiv.org/abs/2507.17589v1
- Date: Wed, 23 Jul 2025 15:23:18 GMT
- Title: Encrypted-State Quantum Compilation Scheme Based on Quantum Circuit Obfuscation
- Authors: Chenyi Zhang, Tao Shang, Xueyi Guo,
- Abstract summary: We propose an encrypted-state quantum compilation scheme based on quantum circuit obfuscation (ECQCO)<n>It applies quantum homomorphic encryption to conceal output states and instantiates a structure obfuscation mechanism based on quantum indistinguishability obfuscation.<n>ECQCO achieves a TVD of up to 0.7 and a normalized GED of 0.88, enhancing compilation-stage security.
- Score: 2.352534955555907
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: With the rapid advancement of quantum computing, quantum compilation has become a crucial layer connecting high-level algorithms with physical hardware. In quantum cloud computing, compilation is performed on the cloud side, which exposes user circuits to potential risks such as structural leakage and output predictability. To address these issues, we propose the encrypted-state quantum compilation scheme based on quantum circuit obfuscation (ECQCO), the first secure compilation framework tailored for the co-location of compilers and quantum hardware. It applies quantum homomorphic encryption to conceal output states and instantiates a structure obfuscation mechanism based on quantum indistinguishability obfuscation, effectively protecting both functionality and topology of the circuit. Additionally, an adaptive decoupling obfuscation algorithm is designed to suppress potential idle errors while inserting pulse operations. The proposed scheme achieves information-theoretic security and guarantees computational indistinguishability under the quantum random oracle model. Experimental results on benchmark datasets show that ECQCO achieves a TVD of up to 0.7 and a normalized GED of 0.88, enhancing compilation-stage security. Moreover, it introduces only a slight increase in circuit depth, while keeping the average fidelity change within 1%, thus achieving a practical balance between security and efficiency.
Related papers
- Performance and Storage Analysis of CRYSTALS Kyber as a Post Quantum Replacement for RSA and ECC [49.1574468325115]
CRYSTALS-Kyber is a post-quantum cryptographic solution standardized by NIST in 2022.<n>This study evaluates Kyber's practical viability through performance testing across various implementation schemes.
arXiv Detail & Related papers (2025-08-03T09:53:45Z) - Provably Robust Training of Quantum Circuit Classifiers Against Parameter Noise [49.97673761305336]
Noise remains a major obstacle to achieving reliable quantum algorithms.<n>We present a provably noise-resilient training theory and algorithm to enhance the robustness of parameterized quantum circuit classifiers.
arXiv Detail & Related papers (2025-05-24T02:51:34Z) - Quantum Opacity, Classical Clarity: A Hybrid Approach to Quantum Circuit Obfuscation [0.0]
We propose a novel obfuscation technique that protects proprietary quantum circuits by inserting additional quantum gates prior to compilation.<n>These gates corrupt the measurement outcomes, which are later corrected through a lightweight classical post-processing step.<n>This shows that our method is a practical and effective solution for the security of quantum circuit designs in untrusted compilation flows.
arXiv Detail & Related papers (2025-05-20T02:42:47Z) - TetrisLock: Quantum Circuit Split Compilation with Interlocking Patterns [7.041881854531399]
In quantum computing, quantum circuits are fundamental representations of quantum algorithms.<n>In this paper, we propose TetrisLock, a split compilation method for quantum circuit obfuscation.
arXiv Detail & Related papers (2025-03-15T03:41:24Z) - Partial Blind Quantum Computation [0.5755004576310334]
Blind Quantum Computation (BQC) protocols enable clients with limited quantum resources to delegate computations while concealing both inputs and circuit details.<n>Applying BQC uniformly to an entire quantum circuit incurs additional quantum resources and computational overhead.<n>We propose a selective application of BQC that targets only the critical components of quantum circuits.
arXiv Detail & Related papers (2025-03-13T03:31:12Z) - Quantum Indistinguishable Obfuscation via Quantum Circuit Equivalence [6.769315201275599]
Quantum computing solutions are increasingly deployed in commercial environments through delegated computing.
One of the most critical issues is to guarantee the confidentiality and proprietary of quantum implementations.
Since the proposal of general-purpose indistinguishability obfuscation (iO) and functional encryption schemes, iO has emerged as a seemingly versatile cryptography primitive.
arXiv Detail & Related papers (2024-11-19T07:37:24Z) - Quantum Compiling with Reinforcement Learning on a Superconducting Processor [55.135709564322624]
We develop a reinforcement learning-based quantum compiler for a superconducting processor.
We demonstrate its capability of discovering novel and hardware-amenable circuits with short lengths.
Our study exemplifies the codesign of the software with hardware for efficient quantum compilation.
arXiv Detail & Related papers (2024-06-18T01:49:48Z) - Error correctable efficient quantum homomorphic encryption using Calderbank-Shor-Steane codes [0.0]
We develop an efficient quantum homomorphic encryption scheme based on quantum error correction codes.<n>By using a longer quantum error correction code, both the security and error-correction capabilities of the scheme are improved.
arXiv Detail & Related papers (2024-01-16T02:30:06Z) - Near-Term Distributed Quantum Computation using Mean-Field Corrections
and Auxiliary Qubits [77.04894470683776]
We propose near-term distributed quantum computing that involve limited information transfer and conservative entanglement production.
We build upon these concepts to produce an approximate circuit-cutting technique for the fragmented pre-training of variational quantum algorithms.
arXiv Detail & Related papers (2023-09-11T18:00:00Z) - Deep Quantum Error Correction [73.54643419792453]
Quantum error correction codes (QECC) are a key component for realizing the potential of quantum computing.
In this work, we efficiently train novel emphend-to-end deep quantum error decoders.
The proposed method demonstrates the power of neural decoders for QECC by achieving state-of-the-art accuracy.
arXiv Detail & Related papers (2023-01-27T08:16:26Z) - Quantum copy-protection of compute-and-compare programs in the quantum random oracle model [48.94443749859216]
We introduce a quantum copy-protection scheme for a class of evasive functions known as " compute-and-compare programs"
We prove that our scheme achieves non-trivial security against fully malicious adversaries in the quantum random oracle model (QROM)
As a complementary result, we show that the same scheme fulfils a weaker notion of software protection, called "secure software leasing"
arXiv Detail & Related papers (2020-09-29T08:41:53Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.