Bence Soóki-Tóth

MSc @ Aarhus University & Research @ Eötvös Loránd University

NEWS

  • 28 Apr 2026: Our paper, "Private Delegation of (Non-)Membership Proof Updates in Cryptographic Accumulators" is now available on eprint.
  • 14 Apr 2026: My presentation about trustless consensus manipulation have been accepted to BSides Aarhus 2026.
  • 12 Jan 2026: Our paper on trustless consensus manipulation through bribing contracts appeared in the FC'26 preproceedings.
  • 21 Sep 2025: Our paper on trustless consensus manipulation through bribing contracts is now available on eprint.
  • 28 May - 11 Jun 2025: Achieved 11th at unitaryHACK 2025 with contributions to open-source quantum computing projects.

CURRENT INTEREST

  • deniable secret sharing
  • cryptographic accumulators
  • game theory

HOBBIES

  • bouldering

RESEARCH EXPERIENCE

Research Assistant

Eötvös Loránd University · Remote
Oct 2024 – Jun 2026

  • Contributed to the design and implementation of a secure encryption module in C++ for the EuroQCI quantum communication project.
  • Implemented checkpoint-based caching that stores results at each checkpoint, enabling state restoration after shutdown from scratch.

Bachelor Thesis Project

Wigner Research Centre for Physics · Hybrid
Jun 2024 – Jun 2025

  • Collaborated with PhD researchers to accelerate permanent function computation for photonic quantum computing workloads such as Gaussian Boson sampling.
  • Derived and implemented a novel gradient formula for the permanent, making the computation more efficient.
  • Achieved a 2x performance boost compared to state-of-the-art permanent calculators through GPU (CUDA) based optimizations.

Student Research Fellow

OTP Bank · Hybrid
Feb 2025 – Apr 2025

  • Investigated the feasibility of integrating post-quantum cryptographic schemes into blockchain consensus and transaction layers.

PUBLICATIONS

PREPRINTS

CONFERENCES, SEMINARS & INVITED TALKS

INDUSTRY EXPERIENCE

Test Automation Trainee

SAP · Budapest, Hungary
July 2023 – May 2024

  • Increased SAP Service and Asset Manager automated test coverage by converting manual workflows into Java/Appium test suites.

Full-stack Developer

Coding Sans · Budapest, Hungary
June 2022 – Oct 2022

  • Designed and implemented backend microservices in TypeScript (Node.js).
  • Developed Angular frontend components directly from Figma specifications.

SELECTED PROJECTS

- Cryptography

- Quantum Computing

  • Achieved 11th place during unitaryHACK 2025 by contributing to ldpc, rustworkx, and quizx
  • Permanent boost: calculates the permanent function about 100% faster than previous state of the art implementations
  • QCS: quantum circuit simulator written in C++
  • QCBM: implementation of the Differentiable learning of quantum circuit Born machines paper
  • Steane: quantum error correction using code concatenation and the Steane code

PAST INTERESTS

  • blockchain consensus attacks
  • differential equations & dynamical systems
  • smart contracts
  • functional programming