From the 1 of 6 linked papers with an AI index.
6 papers
Verifiable Random Sampling
Yeoh Wei Zhu, Soorya Rethinasamy, Anthony Alexiades Armenakas +3
The paper introduces verifiable random sampling (VRS), a cryptographic primitive that uses random quantum circuit sampling to produce publicly verifiable, fresh random samples, add…
A Practical Post-Quantum Distributed Ledger Protocol for Financial Institutions
Yeoh Wei Zhu, Naresh Goud Boddu, Yao Ma +5
Traditional financial institutions face inefficiencies that can be addressed by distributed ledger technology. However, a primary barrier to adoption is the privacy concerns surrou…
A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks
Georgios Papadopoulos, Shaltiel Eloul, Yash Satsangi +4
The loss landscape of Variational Quantum Neural Networks (VQNNs) is characterized by local minima that grow exponentially with increasing qubits. Because of this, it is more chall…
Certified randomness using a trapped-ion quantum processor
Minzhao Liu, Ruslan Shaydulin, Pradeep Niroula +29
While quantum computers have the potential to perform a wide range of practically important tasks beyond the capabilities of classical computers, realizing this potential remains a…
Applications of Certified Randomness
Omar Amer, Shouvanik Chakrabarti, Kaushik Chakraborty +8
Certified randomness can be generated with untrusted remote quantum computers using multiple known protocols, one of which has been recently realized experimentally. Unlike the ran…
Private, Auditable, and Distributed Ledger for Financial Institutes
Shaltiel Eloul, Yash Satsangi, Yeoh Wei Zhu +3
Distributed ledger technology offers several advantages for banking and finance industry, including efficient transaction processing and cross-party transaction reconciliation. The…