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Majid Haghparast

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Preprint Aug 2026

On the Figures of Merit for Quantum Software Security: Toward a Benchmarking Rubric

Quantum software is increasingly provided through multi-tenant and cloud-based Quantum-as-a-Service (QaaS) stacks. A growing concern about the diverse attack vectors across the pipeline has been demonstrated in recent research. Yet the community has converged on three mature pillars: Scale (Qubit Count), Quality (Quant...

Badhon Rahman, Majid Haghparast, T. Mikkonen · 0 citations
Preprint Aug 2026

An End-to-End Threat Model for the Quantum-as-a-Service Pipeline

This matrix demonstrated attack vectors in quantum-specific, inherited classical, and plausible tiers for each of the stages and investigates the underexplored sections (repudiation and elevation-of-privilege) and distinguish three different cross-stage attack chains with higher impacts.

Badhon Rahman, Majid Haghparast, T. Mikkonen · 1 citation
Open access Jul 2026

A qubit-efficient boolean quantum oracle for value-at-risk estimation in NISQ devices

This work proposes a qubit-efficient Boolean quantum oracle for threshold-based risk screening motivated by VaR analysis that has the ability to directly flag loss scenarios that violate a predefined threshold condition without utilizing high depth quantum adders or quantum subtractors.

G. S., K. R, Majid Haghparast · 0 citations
Jul 2026

Resgru: Syndrome decoder for heavy-hexagon quantum error correction code

Resgru, a lightweight recurrent neural decoder that maps time-ordered detection events to a binary logical-class prediction for each shot, is proposed, a lightweight recurrent neural decoder that maps time-ordered detection events to a binary logical-class prediction for each shot.

Ashutosh Kumar, Majid Haghparast, Lauri Kettunen · 0 citations

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