2 citations · 7 across the 14 of their papers we have counts for
15 papers
A Large-Scale Benchmark and Risk Assessment of Traffic Analysis Attacks on Cloud LLM Services
Shahrooz Pouryousef, Jesus Lopez, Saeefa Rubaiyat Nowmi +4
Cloud-based Large language model (LLM) services create a network-level traffic side channel that can expose model, prompt, and task behavior despite encryption. From packet sizes,…
Impact of Network Constraints on Fault-Tolerant Distributed Quantum Computing
Eneet Kaur, Shahrooz Pouryousef, Nitish Kumar Chandra +4
As we move towards scalable and modular quantum computing, quantum data centres become imperative. Existing analyses typically treat network constraints in isolation or through sim…
Benchmarking Quantum Data Center Architectures: A Performance and Scalability Perspective
Shahrooz Pouryousef, Eneet Kaur, Hassan Shapourian +3
Scalable distributed quantum computing (DQC) has motivated the design of multiple quantum data-center (QDC) architectures that overcome the limitations of single quantum processors…
SoK: Critical Evaluation of Quantum Machine Learning for Adversarial Robustness
Saeefa Rubaiyet Nowmi, Jesus Lopez, Md Mahmudul Alam Imon +2
Quantum Machine Learning (QML) integrates quantum computational principles into learning algorithms, offering improved representational capacity and computational efficiency. Howev…
Do LLMs Understand Collaborative Signals? Diagnosis and Repair
Shahrooz Pouryousef, Ali Montazeralghaem
Collaborative information from user-item interactions is a fundamental source of signal in successful recommender systems. Recently, researchers have attempted to incorporate this…
Network-Aware Scheduling for Remote Gate Execution in Quantum Data Centers
Shahrooz Pouryousef, Reza Nejabati, Don Towsley +2
Modular quantum computing provides a scalable approach to overcome the limitations of monolithic quantum architectures by interconnecting multiple Quantum Processing Units (QPUs) t…
Optimized Quantum Circuit Partitioning Across Multiple Quantum Processors
Eneet Kaur, Hassan Shapourian, Jiapeng Zhao +3
This paper addresses the challenge of scaling quantum computing by employing distributed quantum algorithms across multiple processors. We propose a novel circuit partitioning meth…
Leveraging Internet Principles to Build a Quantum Network
Leonardo Bacciottini, Matheus Guedes De Andrade, Shahrooz Pouryousef +6
Designing an operational architecture for the Quantum Internet is challenging in light of both fundamental limits imposed by physics laws and technological constraints. Here, we pr…
Analysis of Asynchronous Protocols for Entanglement Distribution in Quantum Networks
Shahrooz Pouryousef, Hassan Shapourian, Don Towsley
The distribution of entanglement in quantum networks is typically approached under idealized assumptions such as perfect synchronization and centralized control, while classical co…
On the Analysis of Quantum Repeater Chains with Sequential Swaps
Matheus Guedes de Andrade, Emily A. Van Milligen, Leonardo Bacciottini +5
We evaluate the performance of two-way quantum repeater chains with sequential entanglement swapping. Within the analysis we consider memory decoherence, gate imperfections, and im…
Resource Placement for Rate and Fidelity Maximization in Quantum Networks
Shahrooz Pouryousef, Hassan Shapourian, Alireza Shabani +2
Existing classical optical network infrastructure cannot be immediately used for quantum network applications due to photon loss. The first step towards enabling quantum networks i…
Scaling Limits of Quantum Repeater Networks
Mahdi Chehimi, Shahrooz Pouryousef, Nitish K. Panigrahy +2
Quantum networks (QNs) are a promising platform for secure communications, enhanced sensing, and efficient distributed quantum computing. However, due to the fragile nature of quan…
Resource Management in Quantum Virtual Private Networks
Shahrooz Pouryousef, Nitish K. Panigrahy, Monimoy Deb Purkayastha +4
In this study, we develop a resource management framework for a quantum virtual private network (qVPN), which involves the sharing of an underlying public quantum network by multip…
Robust Path Selection in Software-defined WANs using Deep Reinforcement Learning
Shahrooz Pouryousef, Lixin Gao, Don Towsley
In the context of an efficient network traffic engineering process where the network continuously measures a new traffic matrix and updates the set of paths in the network, an auto…
A Quantum Overlay Network for Efficient Entanglement Distribution
Shahrooz Pouryousef, Nitish K. Panigrahy, Don Towsley
Distributing quantum entanglements over long distances is essential for the realization of a global scale quantum Internet. Most of the prior work and proposals assume an on-demand…