Entanglement in Energy-Constrained Prepare-and-Measure Scenarios Enables Enhanced Randomness Certification and Channel Discrimination

The quest for secure communication and unbiased randomness relies on verifying the trustworthiness of quantum devices, a challenge often addressed by limiting assumptions about their internal workings. Raffaele D’Avino, Gabriel Senno from Quside Technologies, and Mir Alimuddin and Antonio Acín from ICFO-Institut de Ciències Fotòniques now investigate a scenario where the only known constraint is an upper limit on the energy of the quantum states being prepared and measured. Their work demonstrates that allowing for more general correlations between the preparation and measurement devices, beyond the classically correlated scenarios previously considered, fundamentally alters what is achievable. This discovery has significant implications for both certifying truly random numbers and distinguishing between different quantum communication channels, revealing that existing security bounds can be unexpectedly weakened when energy constraints are present and potentially leading to a reduction, even to zero, in certifiable randomness.

Energy Constraints Impact Quantum Information Tasks

This research investigates entanglement within practical limitations, specifically focusing on scenarios where energy resources are limited. The study explores how these constraints affect fundamental tasks in quantum information processing, such as generating truly random numbers and accurately identifying quantum communication channels. Scientists established a clear connection between available energy and achievable performance, demonstrating that limited energy impacts the ability to perform these tasks effectively. This framework determines fundamental limits on randomness certification and channel discrimination when energy is scarce, revealing that even with limited resources, significant performance can be achieved through careful design of measurement strategies and entanglement resources.

The researchers studied a semi-device-independent scenario, where the only assumption is an upper bound on the energy of the prepared quantum states. Unlike previous studies that assumed classical correlations between devices, the team demonstrated that allowing entanglement significantly expands the range of achievable outcomes. This finding has important consequences for both randomness certification and channel discrimination.

Quantifying Eavesdropping in Quantum Communication Protocols

This research addresses a critical challenge in quantum communication: rigorously quantifying the potential for eavesdropping. Scientists developed a sophisticated mathematical framework to analyse the security of quantum communication protocols, focusing on how to bound an adversary’s ability to gain information about transmitted data. The core of the work lies in determining the best possible performance of a quantum protocol against an eavesdropper with some existing knowledge of the system. The team employed advanced mathematical tools, including the Lasserre hierarchy and semidefinite programming, to analyse and optimise security bounds.

The research centres on the concept of quantum guessing probability, a measure of how well an adversary can guess the transmitted information. The goal is to maximise this probability from the adversary’s perspective to identify the most effective attack strategy. The Lasserre hierarchy is used to solve complex optimisation problems, particularly those involving polynomial constraints. This technique relaxes a difficult problem into a series of simpler semidefinite programs, allowing for efficient computation. The team constructs specific quantum states and channels to model the communication protocol and the adversary’s actions, aiming for a clear analytical description to simplify the analysis. The induced trace norm quantifies the amount of information an eavesdropper can gain, providing a crucial metric for assessing security.

The researchers model the quantum protocol and the adversary’s actions, formulate the security problem as an optimisation task, and apply the Lasserre hierarchy to relax the problem into a series of solvable semidefinite programs. By solving these programs, they obtain bounds on the adversary’s ability to guess the transmitted information and analyse the results to determine the overall security of the quantum protocol. This work demonstrates the power of sophisticated mathematical tools in rigorously analysing quantum communication security and provides valuable insights for developing more robust cryptographic systems.

Entanglement’s Impact on Limited-Trust Information Processing

This research advances our understanding of device-independent information processing by exploring scenarios with limited trust assumptions. Scientists investigated the energy-constrained semi-device-independent framework, where only an upper bound on the energy of prepared states is assumed. Their work demonstrates that allowing entanglement between devices expands the possibilities for achievable correlations, a finding that contrasts with previous studies restricting devices to classical correlations. This broadened scope has important operational consequences, particularly for randomness certification and channel discrimination.

Furthermore, they identified situations where entanglement violates established bounds on the advantage achievable when distinguishing an arbitrary quantum channel from the identity, challenging previous limitations. The authors acknowledge that their findings regarding the threshold for diminished randomness may be influenced by numerical precision, suggesting further investigation is warranted to establish a definitive bound. Future work could explore the implications of these findings for practical quantum communication protocols and the development of more robust cryptographic systems. This research provides a valuable contribution to the field by highlighting the crucial role of entanglement in information processing tasks under realistic constraints.

👉 More information
🗞 Entanglement in the energy-constrained prepare-and-measure scenario: applications to randomness certification and channel discrimination
🧠 ArXiv: https://arxiv.org/abs/2510.27559

Rohail T.

Rohail T.

As a quantum scientist exploring the frontiers of physics and technology. My work focuses on uncovering how quantum mechanics, computing, and emerging technologies are transforming our understanding of reality. I share research-driven insights that make complex ideas in quantum science clear, engaging, and relevant to the modern world.

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