From the 1 of 5 linked papers with an AI index.
5 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…
Learning to Be Cautious
Montaser Mohammedalamen, Dustin Morrill, Alexander Sieusahai +2
A key challenge in the field of reinforcement learning is to develop agents that behave cautiously in novel situations. It is generally impossible to anticipate all situations that…
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…
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…