98 citations · 324 across the 24 of their papers we have counts for
5 papers · 1 filter
FrozenQubits: Boosting Fidelity of QAOA by Skipping Hotspot Nodes
Ramin Ayanzadeh, Narges Alavisamani, Poulami Das +1
Quantum Approximate Optimization Algorithm (QAOA) is one of the leading candidates for demonstrating the quantum advantage using near-term quantum computers. Unfortunately, high de…
Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning using Independent Component Analysis
Sanjay Kariyappa, Chuan Guo, Kiwan Maeng +4
Federated learning (FL) aims to perform privacy-preserving machine learning on distributed data held by multiple data owners. To this end, FL requires the data owners to perform tr…
SecDDR: Enabling Low-Cost Secure Memories by Protecting the DDR Interface
Ali Fakhrzadehgan, Prakash Ramrakhyani, Moinuddin K. Qureshi +1
The security goals of cloud providers and users include memory confidentiality and integrity, which requires implementing Replay-Attack protection (RAP). RAP can be achieved using…
HAMMER: boosting fidelity of noisy Quantum circuits by exploiting Hamming behavior of erroneous outcomes
Swamit Tannu, Poulami Das, Ramin Ayanzadeh +1
Quantum computers with hundreds of qubits will be available soon. Unfortunately, high device error-rates pose a significant challenge in using these near-term quantum systems to po…
ForeSight: Reducing SWAPs in NISQ Programs via Adaptive Multi-Candidate Evaluations
Poulami Das, Suhas K. Vittal, Moinuddin Qureshi
Near-term quantum computers are noisy and have limited connectivity between qubits. Compilers are required to introduce SWAP operations in order to perform two-qubit gates between…