Technical Research

Our scientists publish technical research across cybersecurity, the physical sciences, and Large Quantitative Models, sharing new work with the global research community through journals, conferences, and preprints.

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Conference

Performance of a Novel Unshielded Magnetocardiography Device in a First-in-Human Study

Date:

June 11, 2023

2023

Publication:

AHA

2023

Author(s):

Frances Lu, Justin Cortez, Jason Ku, Geoffrey Z Iwata, Ethan J Pratt, Kit Yee Au-Yeung, and Clifton Wat

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Topic:

Conference

Falkor: Federated Learning Secure Aggregation Powered by AES-CTR GPU Implementation

Date:

June 6, 2023

2023

Publication:

WAHC 2023

2023

Author(s):

Mariya Georgieva Belorgey, Sofia Dandjee, Nicolas Gama, Dimitar Jetchev, Dmitry Mikushin

Tags:

federated learning, secure aggregation, privacy-preserving machine learning, GPU implementation, AES, AQtive Guard, cybersecurity, encryption, privacy, machine learning, artificial intelligence

Topic:

Preprint

Calculating Potential Energy Surfaces with Quantum Computers by Measuring Only the Density Along Adiabatic Transitions

Date:

May 15, 2023

2023

Publication:

ArXiv

2023

Author(s):

James Brown

Tags:

Topic:

Conference

Tensor Networks and Quantum Simulations

Date:

May 8, 2023

2023

Publication:

Quantum and AI Career Trajectories Mini-Course

2023

Author(s):

Martin Ganahl

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Topic:

Conference

Preprint

The Return of the SDitH

Date:

April 23, 2023

2023

Publication:

EUROCRYPT 2023, Cryptology ePrint Archive

2023

Author(s):

Carlos Aguilar-Melchor, Nicolas Gama, James Howe, Andreas Hülsing, David Joseph, Dongze Yue

Tags:

MPC-in-the-head, syndrome decoding, post-quantum cryptography, digital signatures, AQtive Guard, cybersecurity, encryption, cryptography

Topic:

Preprint

A Note on Hybrid Signature Schemes

Date:

March 23, 2023

2023

Publication:

Cryptology ePrint Archive

2023

Author(s):

Nina Bindel, Britta Hale

Tags:

hybrid signatures, digital signatures, post-quantum cryptography, cryptographic agility, AQtive Guard, cybersecurity, encryption, cryptography

Topic:

Journal

Variational Quantum Solutions to the Shortest Vector Problem

Date:

March 2, 2023

2023

Publication:

Quantum Journal

2023

Author(s):

Martin R. Albrecht, Miloš Prokop, Yixin Shen, Petros Wallden

Tags:

quantum computing, shortest vector problem, variational quantum algorithms, lattice cryptanalysis, post-quantum cryptography, AQtive Guard, cybersecurity, encryption, cryptography, quantum computing

Topic:

Journal

The Need for Being Explicit: Failed Attempts to Construct Implicit Certificates from Lattices

Date:

October 28, 2022

2022

Publication:

The Computer Journal

2022

Author(s):

Nina Bindel, Sarah McCarthy

Tags:

lattice-based cryptography, certificates, post-quantum cryptography, digital signatures, implicit certificates, AQtive Guard, cybersecurity, encryption, cryptography, lattice cryptography

Topic:

Conference

Towards Automating Cryptographic Hardware Implementations: A Case Study of HQC

Date:

October 20, 2022

2022

Publication:

CBCrypto 2022

2022

Author(s):

Carlos Aguilar-Melchor, Jean-Christophe Deneuville, Arnaud Dion, James Howe, Romain Malmain, Vincent Migliore, Mamuri Nawan, and Kashif Nawaz

Tags:

code-based cryptography, HQC, hardware implementation, post-quantum cryptography, automated design, AQtive Guard, cybersecurity, encryption, cryptography, hardware security

Topic:

Conference

Neural Distillation as a State Representation Bottleneck in Reinforcement Learning

Date:

October 5, 2022

2022

Publication:

1st Conference on Lifelong Learning Agents

2022

Author(s):

Valentin Guillet, Dennis G. Wilson, Carlos Aguilar Melchor, Emmanuel Rachelson

Tags:

reinforcement learning, knowledge distillation, neural networks, machine learning, state representation, Large Quantitative Models, artificial intelligence, AI, simulation, machine learning, physics

Topic:

Conference

On Neural Consolidation for Transfer in Reinforcement Learning

Date:

October 5, 2022

2022

Publication:

IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning

2022

Author(s):

Valentin Guillet, Dennis G. Wilson, Carlos Aguilar Melchor, Emmanuel Rachelson

Tags:

reinforcement learning, transfer learning, neural networks, machine learning, Large Quantitative Models, artificial intelligence, AI, simulation, machine learning, physics

Topic:

Journal

Survey on Fully Homomorphic Encryption, Theory, and Applications

Date:

October 1, 2022

2022

Publication:

Proceedings of the IEEE

2022

Author(s):

Chiara Marcolla, Victor Sucasas, Marc Manzano, Riccardo Bassoli, Frank HP Fitzek, Najwa Aaraj

Tags:

fully homomorphic encryption, FHE, survey, lattice-based cryptography, privacy-preserving computation, AQtive Guard, cybersecurity, encryption, cryptography, homomorphic encryption

Topic:

Conference

Light the Signal: Optimization of Signal Leakage Attacks Against LWE-Based Key Exchange

Date:

September 25, 2022

2022

Publication:

European Symposium on Research in Computer Security

2022

Author(s):

Yue Qin, Ruoyu Ding, Chi Cheng, Nina Bindel, Yanbin Pan, Jintai Ding

Tags:

side-channel attacks, LWE, lattice-based cryptography, key exchange, signal leakage, post-quantum cryptography, AQtive Guard, cybersecurity, encryption, cryptography, side-channel security, key exchange

Topic:

Conference

Farasha: A Provable Permutation-Based Parallelizable PRF

Date:

September 5, 2022

2022

Publication:

SAC 2022

2022

Author(s):

Najwa Aaraj, Emanuele Bellin, Ravindra Jejurikar, Marc Manzano, Raghvendra Rohit, Eugenio Salazar

Tags:

pseudorandom function, permutation-based cryptography, symmetric cryptography, provable security, PRF, AQtive Guard, cybersecurity, encryption, cryptography

Topic:

Journal

Iterative Quantum Optimization with an Adaptive Problem - Hamiltonian for the Shortest Vector Problem

Date:

August 29, 2022

2022

Publication:

American Physical Society

2022

Author(s):

Yifeng Rocky Zhu, David Joseph, Cong Ling, and Florian Mintert

Tags:

quantum computing, iterative optimization, shortest vector problem, lattice cryptanalysis, quantum algorithms, AQtive Guard, cybersecurity, encryption, cryptography, lattice cryptography

Topic:

Conference

FIDO2, CTAP 2.1, and WebAuthn 2: Provable Security and Post-Quantum Instantiation

Date:

August 19, 2022

2022

Publication:

IEEE Symposium on Security and Privacy 2022

2022

Author(s):

Nina Bindel, Cas Cremers, Mang Zhao

Tags:

FIDO2, WebAuthn, passwordless authentication, post-quantum cryptography, protocol security, AQtive Guard, cybersecurity, identity management, authentication

Topic:

Journal

Post-Quantum Cryptographic Assemblages and the Governance of the Quantum Threat

Date:

August 16, 2022

2022

Publication:

Journal of Cybersecurity

2022

Author(s):

Kristen Csenkey, Nina Bindel

Tags:

post-quantum cryptography, governance, policy, quantum threat, cryptographic transition, AQtive Guard, cybersecurity, encryption, cryptography, quantum computing, policy

Topic:

Conference

Hybrid Decoding–Classical-Quantum Trade-Offs for Information Set Decoding

Date:

July 28, 2022

2022

Publication:

PQCrypto 2022

2022

Author(s):

Andre Esser, Sergi Ramos-Calderer, Emanuele Bellini, José I Latorre, Marc Manzano

Tags:

code-based cryptography, information set decoding, quantum algorithms, cryptanalysis, post-quantum cryptography, AQtive Guard, cybersecurity, encryption, cryptography, quantum computing

Topic:

Journal

Solving Systems of Boolean Multivariate Equations with Quantum Annealing

Date:

July 2, 2022

2022

Publication:

American Physical Society

2022

Author(s):

Sergi Ramos-Calderer, Carlos Bravo-Prieto, Ruge Lin, Emanuele Bellini, Marc Manzano, Najwa Aaraj, José I Latorre

Tags:

quantum computing, quantum annealing, multivariate equations, cryptanalysis, post-quantum cryptography, AQtive Guard, cybersecurity, encryption, cryptography, quantum computing

Topic:

Preprint

Tangelo: An Open-source Python Package for End-to-end Chemistry Workflows on Quantum Computers

Date:

June 24, 2022

2022

Publication:

ArXiv

2022

Author(s):

Valentin Senicourt, James Brown, Alexandre Fleury, Ryan Day, Erika Lloyd, Marc P. Coons, Krzysztof Bieniasz, Lee Huntington, Alejandro J. Garza, Shunji Matsuura, Rudi Plesch, Takeshi Yamazaki, Arman Zaribafiyan

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Topic:

Conference

LRPC Codes with Multiple Syndromes: Near Ideal-Size KEMs Without Ideals

Date:

June 23, 2022

2022

Publication:

PQCrypto 2022

2022

Author(s):

Carlos Aguilar Melchor, Nicolas Aragon, Victor Dyseryn, Philippe Gaborit, Gilles Zémor

Tags:

code-based cryptography, KEM, LRPC codes, post-quantum cryptography, AQtive Guard, cybersecurity, encryption, cryptography, key exchange

Topic:

Journal

Transitioning Organizations to Post-Quantum Cryptography

Date:

May 11, 2022

2022

Publication:

Nature

2022

Author(s):

David Joseph, Rafael Misoczki, Marc Manzano, Joe Tricot, Fernando Dominguez Pinuaga, Olivier Lacombe, Stefan Leichenauer, Jack Hidary, Phil Venables, Royal Hansen

Tags:

post-quantum cryptography, cryptographic transition, organizational security, migration, governance, AQtive Guard, cybersecurity, encryption, cryptography

Topic:

Journal

Optimizing Electronic Structure Simulations on a Trapped-ion Quantum Computer Using Problem Decomposition

Date:

November 18, 2021

2021

Publication:

Communications Physics

2021

Author(s):

Yukio Kawashima, Erika Lloyd, Marc P. Coons, Yunseong Nam, Shunji Matsuura, Alejandro J. Garza, Sonika Johri, Lee Huntington, Valentin Senicourt, Andrii O. Maksymov, Jason H. V. Nguyen, Jungsang Kim, Nima Alidoust, Arman Zaribafiyan & Takeshi Yamazaki

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Topic:

Journal

Scaling Up Electronic Structure Calculations on Quantum Computers: The Frozen Natural Orbital Based Method of Increments

Date:

July 16, 2021

2021

Publication:

The Journal of Chemical Physics

2021

Author(s):

Prakash Verma, Lee Huntington, Marc P. Coons, Yukio Kawashima, Takeshi Yamazaki, Arman Zaribafiyan

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Topic:

Journal

Quantum Mean-Value Approximator for Hard Integer-Value Problems

Date:

May 29, 2021

2021

Publication:

American Physical Society

2021

Author(s):

David Joseph, Antonio Martinez, Cong Ling, Florian Mintert

Tags:

quantum computing, quantum algorithms, integer optimization, quantum approximation, AQtive Guard, cybersecurity, encryption, cryptography

Topic:

Journal

Variationally Scheduled Quantum Simulation

Date:

May 27, 2021

2021

Publication:

Physical Review A

2021

Author(s):

Shunji Matsuura, Samantha Buck, Valentin Senicourt, and Arman Zaribafiyan

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Topic:

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