Watermarking of Quantum Circuits

Quantum circuits constitute Intellectual Property (IP) of the quantum developers and users, which needs to be protected from theft by adversarial agents e.g., the quantum cloud provider or a rogue adversary present in the cloud. This necessitates the exploration of low-overhead techniques applicable to near-term quantum devices, to trace the quantum circuits/algorithms' IP and their output. We present two such lightweight watermarking techniques to prove ownership in the event of an adversary cloning the circuit design. For the first technique a rotation gate is placed on ancilla qubits combined with other gate (s) at the output of the circuit. For the second method, a set of random gates are inserted in the middle of the circuit followed by its inverse, separated from the circuit by a barrier. These models are combined and applied on benchmark circuits and the circuit depth, 2-qubit gate count, probability of successful trials (PST) and probabilistic proof of authorship (PPA) are compared against the state-of-the-art. The PST is reduced by a miniscule 0.53% against the non-watermarked benchmarks and is up to 22.69% higher compared to existing techniques. The circuit depth has been reduced by up to 27.7% as against the state-of-the-art. The PPA is astronomically smaller than existing watermarks.

Authors

Institutions

Publication Details

Published
2025-04-23
DOI
https://doi.org/10.1109/isqed65160.2025.11014402
Primary Topic
Advanced Steganography and Watermarking Techniques
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Watermarking of Quantum Circuits

Rupshali Roy, Swaroop Ghosh
Advanced Steganography and Watermarking Techniques
article

Watermarking of Quantum Circuits

Rupshali Roy, Swaroop Ghosh
article en

Abstract

Quantum circuits constitute Intellectual Property (IP) of the quantum developers and users, which needs to be protected from theft by adversarial agents e.g., the quantum cloud provider or a rogue adversary present in the cloud. This necessitates the exploration of low-overhead techniques applicable to near-term quantum devices, to trace the quantum circuits/algorithms' IP and their output. We present two such lightweight watermarking techniques to prove ownership in the event of an adversary cloning the circuit design. For the first technique a rotation gate is placed on ancilla qubits combined with other gate (s) at the output of the circuit. For the second method, a set of random gates are inserted in the middle of the circuit followed by its inverse, separated from the circuit by a barrier. These models are combined and applied on benchmark circuits and the circuit depth, 2-qubit gate count, probability of successful trials (PST) and probabilistic proof of authorship (PPA) are compared against the state-of-the-art. The PST is reduced by a miniscule 0.53% against the non-watermarked benchmarks and is up to 22.69% higher compared to existing techniques. The circuit depth has been reduced by up to 27.7% as against the state-of-the-art. The PPA is astronomically smaller than existing watermarks.

Pennsylvania State University (US)
Openalex Percentile: Top 90%
Advanced Steganography and Watermarking Techniques
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.