KASHEFI Elham
Director of research
Team : QI
Tel: +33 1 44 27 83 16, Elham.Kashefi (at) nulllip6.fr
https://perso.lip6.fr/Elham.Kashefi
Team : QI
- Sorbonne Université - LIP6
Boîte courrier 169
Couloir 26-00, Étage 1, Bureau 101c
4 place Jussieu
75252 PARIS CEDEX 05
FRANCE
Tel: +33 1 44 27 83 16, Elham.Kashefi (at) nulllip6.fr
https://perso.lip6.fr/Elham.Kashefi
Seven PhD students at Sorbonne University (Supervision / Co-supervision)
- MAMON Eliott : Quantum Machine Learning.
- MONBROUSSOU Leo : No title.
- RAJ Snehal : Algorithmes d'apprentissage par renforcement quantique.
- SEDRAKYAN Tigran : Optical Quantum Machine Learning; Architectures and Applications.
- THABET Slimane : Quantum Machine Learning: theory, applications and implementations on the Pasqal quantum processors .
- THOMAS Hugo : Avantage du calcul quantique photonique dans le cadre de l'apprentissage automatique.
- YANG Bo : Robust and Scalable Noise Mitigation for Quantum Computing.
Two Postdocs at Sorbonne University (Supervision)
- GUSTIANI Cica : No title.
- HERMOUET Paul : Etude de protocoles de cryptographie quantique.
Eight past PhD students (2020 - 2024) at Sorbonne University
- 2024
- LEICHTLE Dominik : Sécurité et efficacité du calcul quantique délégué.
- 2023
- ANGRISANI Armando : L'impact disparate du bruit sur les algorithmes d'apprentissage quantique.
- MA Yao : Sécurité du matériel quantique et applications.
- DALYAC Constantin : Analogue randomized benchmarking of Pasqal quantum processors.
- 2022
- COLISSON Léo : Etude des protocoles entre clients classiques et serveur quantique.
- 2021
- EMÉRIAU Pierre-Emmanuel : Relation entre contextualité quantique et la négativité de la fonction de Wigner.
- MUSIC Luka : Cryptographie Quantique Multi-Partite : Du Folklore au Monde Réel.
- 2020
- CHABAUD Ulysse : Advantages quantiques en variable continue et applications en optique quantique.
Four past Postdoc (2016 - 2021) at Sorbonne University
- 2021
- LANDMAN Jonas : No title.
- 2018
- SADHUKHAN Debasis : No title.
- 2016
- DOUCE Tom : No title.
- KAPLAN Marc : No title.
2017-2024 Publications
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2024
- L. Monbroussou, J. Landman, L. Wang, Alex B. Grilo, E. Kashefi : “Subspace Preserving Quantum Convolutional Neural Network Architectures”, (2024)
- A. Bredariol Grilo, E. Kashefi, D. Markham, M. De Oliveira : “The power of shallow-depth Toffoli and qudit quantum circuits”, (2024)
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2023
- J. Mills, D. Sadhukhan, E. Kashefi : “Simplifying errors by symmetry and randomisation”, (2023)
- Sh. Singh, M. Doosti, N. Mathur, M. Delavar, A. Mantri, H. Ollivier, E. Kashefi : “Towards a Unified Quantum Protocol Framework: Classification, Implementation, and Use Cases”, (2023)
- L. Monbroussou, J. Landman, A. Bredariol Grilo, R. Kukla, E. Kashefi : “Trainability and Expressivity of Hamming-Weight Preserving Quantum Circuits for Machine Learning”, (2023)
- A. Angrisani, M. Doosti, E. Kashefi : “A unifying framework for differentially private quantum algorithms”, (2023)
- B. Polacchi, D. Leichtle, L. Limongi, G. Carvacho, G. Milani, N. Spagnolo, F. Sciarrino, E. Kashefi, M. Kaplan : “Multi-client distributed blind quantum computation with the Qline architecture”, (2023)
- J. Harris, E. Kashefi : “Scalable and Exponential Quantum Error Mitigation of BQP Computations using Verification”, (2023)
- P. Drmota, D. P. Nadlinger, D. Main, B. C. Nichol, E. M. Ainley, D. Leichtle, A. Mantri, E. Kashefi, R. Srinivas, G. Araneda, C. J. Ballance, D. M. Lucas : “Verifiable blind quantum computing with trapped ions and single photons”, (2023)
- M. Doosti, L. Hanouz, A. Marin, E. Kashefi, M. Kaplan : “Establishing shared secret keys on quantum line networks: protocol and security”, (2023)
- Th. Kapourniotis, E. Kashefi, D. Leichtle, L. Music, H. Ollivier : “Asymmetric Quantum Secure Multi-Party Computation With Weak Clients Against Dishonest Majority”, (2023)
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2022
- J. Landman, S. Thabet, C. Dalyac, H. Mhiri, E. Kashefi : “Classically Approximating Variational Quantum Machine Learning with Random Fourier Features”, (2022)
- K. Chakraborty, M. Doosti, Y. Ma, Ch. Wadhwa, M. Arapinis, E. Kashefi : “Quantum Lock: A Provable Quantum Communication Advantage”, (2022)
- A. Angrisani, M. Doosti, E. Kashefi : “Differential Privacy Amplification in Quantum and Quantum-inspired Algorithms”, (2022)
- Th. Kapourniotis, E. Kashefi, D. Leichtle, L. Music, H. Ollivier : “Unifying Quantum Verification and Error-Detection: Theory and Tools for Optimisations”, (2022)
- Y. Ma, E. Kashefi, M. Arapinis, K. Chakraborty, M. Kaplan : “QEnclave - A practical solution for secure quantum cloud computing”, npj Quantum Information, vol. 8 (1), pp. 128, (Nature) (2022)
- A. Angrisani, E. Kashefi : “Quantum Local Differential Privacy and Quantum Statistical Query Model”, (2022)
- L. Music, C. Chevalier, E. Kashefi : “Correction to: Dispelling myths on superposition attacks: formal security model and attack analyses”, Designs, Codes and Cryptography, vol. 90 (6), pp. 1535-1535, (Springer Verlag) (2022)
- L. Music, C. Chevalier, E. Kashefi : “Dispelling myths on superposition attacks: formal security model and attack analyses”, Designs, Codes and Cryptography, vol. 90 (4), pp. 881-920, (Springer Verlag) (2022)
- R. Barbosa, T. Douce, P.‑E. Emériau, E. Kashefi, Sh. Mansfield : “Continuous-variable nonlocality and contextuality”, Communications in Mathematical Physics, vol. 391, pp. 1047-1089, (Springer Verlag) (2022)
- A. Angrisani, B. Coyle, E. Kashefi : “Probably approximately correct quantum source coding”, (2022)
- N. Shettell, D. Markham, E. Kashefi : “Cryptographic approach to Quantum Metrology”, Physical Review Applied, (American Physical Society) (2022)
- Ch. Liao, S. Bahrani, F. Da Silva, E. Kashefi : “Benchmarking of quantum protocols”, Scientific Reports, vol. 12 (1), pp. 5298, (Nature Publishing Group) (2022)
- N. Jain, B. Coyle, E. Kashefi, N. Kumar : “Graph neural network initialisation of quantum approximate optimisation”, Quantum, vol. 6, pp. 861, (Verein) (2022)
- M. Doosti, N. Kumar, E. Kashefi, K. Chakraborty : “On the connection between quantum pseudorandomness and quantum hardware assumptions”, Quantum Science and Technology, vol. 7 (3), pp. 035004, (IOP Science) (2022)
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2021
- M. Doosti, M. Delavar, E. Kashefi, M. Arapinis : “A Unified Framework For Quantum Unforgeability”, (2021)
- N. Kumar, R. Mezher, E. Kashefi : “Efficient Construction of Quantum Physical Unclonable Functions with Unitary t-designs”, (2021)
- R. Mezher, J. Mills, E. Kashefi : “Mitigating errors by quantum verification and post-selection”, (2021)
- L. Colisson, F. Grosshans, E. Kashefi : “Non-Destructive Zero-Knowledge Proofs on Quantum States, and Multi-Party Generation of Authorized Hidden GHZ States”, (2021)
- E. Derbyshire, R. Mezher, Th. Kapourniotis, E. Kashefi : “Randomized Benchmarking with Stabilizer Verification and Gate Synthesis”, (2021)
- U. Chabaud, F. Grosshans, E. Kashefi, D. Markham : “Efficient verification of Boson Sampling”, Quantum, vol. 5, pp. 578, (Verein) (2021)
- N. Kumar, U. Chabaud, E. Kashefi, D. Markham, E. Diamanti : “Optimal quantum-programmable projective measurements with coherent states”, Physical Review Research, vol. 3 (4), pp. 043035, (American Physical Society) (2021)
- D. Leichtle, L. Music, E. Kashefi, H. Ollivier : “Verifying BQP Computations on Noisy Devices with Minimal Overhead”, PRX Quantum, vol. 2 (4), pp. 040302, (APS Physics) (2021)
- Th. Kapourniotis, E. Kashefi, L. Music, H. Ollivier : “Delegating Multi-Party Quantum Computations vs. Dishonest Majority in Two Quantum Rounds”, (2021)
- E. Kashefi, L. Music, P. Wallden : “The Quantum Cut-and-Choose Technique and Quantum Two-Party Computation”, (2021)
- I. Čepaitė, B. Coyle, E. Kashefi : “A Continuous Variable Born Machine”, (2021)
- M. Doosti, N. Kumar, M. Delavar, E. Kashefi : “Client-Server Identification Protocols with Quantum PUF”, (2021)
- M. Ciampi, A. Cojocaru, E. Kashefi, A. Mantri : “Secure Quantum Two-Party Computation: Impossibility and Constructions”, (2021)
- B. Coyle, M. Doosti, E. Kashefi, N. Kumar : “Variational Quantum Cloning: Improving Practicality for Quantum Cryptanalysis”, (2021)
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2020
- B. Coyle, M. Henderson, J. Le, N. Kumar, M. Paini, E. Kashefi : “Quantum versus Classical Generative Modelling in Finance”, Quantum Science and Technology, (IOP Science) (2020)
- Ch. Badertscher, A. Cojocaru, L. Colisson, E. Kashefi, D. Leichtle, A. Mantri, P. Wallden : “Security Limitations of Classical-Client Delegated Quantum Computing”, Asiacrypt 2020, Virtual Event, Korea, Republic of (2020)
- L. Music, E. Kashefi, C. Chevalier : “Dispelling Myths on Superposition Attacks: Formal Security Model and Attack Analyses”, International Conference on Provable Security, ProvSec 2020: Provable and Practical Security, vol. 12505, Lecture Notes in Computer Science, Singapour / Virtual, Singapore, pp. 318-337, (Springer) (2020)
- E. Kashefi, D. Leichtle, L. Music, H. Ollivier : “Securing Quantum Computations in the NISQ Era”, (2020)
- B. Coyle, D. Mills, V. Danos, E. Kashefi : “The Born supremacy: quantum advantage and training of an Ising Born machine”, npj Quantum Information, vol. 6 (1), pp. 60, (Nature) (2020)
- J. Eisert, D. Hangleiter, N. Walk, I. Roth, D. Markham, Rh. Parekh, U. Chabaud, E. Kashefi : “Quantum certification and benchmarking”, Nature Reviews Physics, vol. 2, pp. 382-390, (Nature) (2020)
- U. Chabaud, T. Douce, F. Grosshans, E. Kashefi, D. Markham : “Building trust for continuous variable quantum states”, 15th Conference on the Theory of Quantum Computation, Communication and Cryptography (TQC 2020), vol. 158, Leibniz International Proceedings in Informatics (LIPIcs), Riga, Latvia, pp. 3:1-3:15, (Schloss Dagstuhl--Leibniz-Zentrum für Informatik) (2020)
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2019
- M. Arapinis, M. Delavar, M. And, E. Kashefi : “Quantum Physical Unclonable Functions: Possibilities and Impossibilities”, (2019)
- A. Cojocaru, L. Colisson, E. Kashefi, P. Wallden : “QFactory: classically-instructed remote secret qubits preparation”, Advances in Cryptology – ASIACRYPT 2019, vol. 11921, Lecture Notes in Computer Science, Kobe, Japan, pp. 615-645, (Springer) (2019)
- B. Coyle, E. Kashefi, M. Hoban : “Certified Randomness From Steering Using Sequential Measurements”, Cryptography, vol. 3 (4), pp. 27, (MDPI) (2019)
- I. Vankov, D. Mills, P. Wallden, E. Kashefi : “Methods for Classically Simulating Noisy Networked Quantum Architectures”, Quantum Science and Technology, vol. 5 (1), pp. 014001, (IOP Science) (2019)
- J.‑Ch. Faugère, K. Horan, D. Kahrobaei, M. Kaplan, E. Kashefi, L. Perret : “Fast Quantum Algorithm for Solving Multivariate Quadratic Equations”, (2019)
- S. Aaronson, A. Cojocaru, A. Gheorghiu, E. Kashefi : “Complexity-theoretic limitations on blind delegated quantum computation”, The 46th International Colloquium on Automata, Languages and Programming, Patras, Greece (2019)
- B. Coyle, D. Mills, V. Danos, E. Kashefi : “The Born Supremacy: Quantum Advantage and Training of an Ising Born Machine”, (2019)
- A. Gheorghiu, Th. Kapourniotis, E. Kashefi : “Verification of Quantum Computation: An Overview of Existing Approaches”, Theory of Computing Systems, vol. 63 (4), pp. 715-808, (Springer Verlag) (2019)
- P. Wallden, E. Kashefi : “Cyber security in the quantum era”, Communications of the ACM, vol. 62 (4), pp. 120-120, (Association for Computing Machinery) (2019)
- T. Douce, D. Markham, E. Kashefi, P. Van Loock, G. Ferrini : “Probabilistic Fault-Tolerant Universal Quantum Computation and Sampling Problems in Continuous Variables”, Physical Review A, vol. 99 (1), pp. 012344, (American Physical Society) (2019)
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2018
- E. Kashefi : “Verification of Quantum Computing”, habilitation, phd defence 02/08/2018 (2018)
- U. Chabaud, E. Diamanti, D. Markham, E. Kashefi, A. Joux : “Optimal quantum-programmable projective measurement with linear optics”, Physical Review A, (American Physical Society) (2018)
- Sh. Mansfield, E. Kashefi : “Quantum Advantage from Sequential-Transformation Contextuality”, Physical Review Letters, vol. 121 (23), pp. 230401, (American Physical Society) (2018)
- A. Gheorghiu, M. Hoban, E. Kashefi : “A simple protocol for fault tolerant verification of quantum computation”, Quantum Science and Technology, vol. 4 (1), pp. 015009, (IOP Science) (2018)
- M. Arapinis, E. Kashefi, N. Lamprou, A. Pappa : “A Comprehensive Analysis of Quantum E-voting Protocols”, 8th International Conference on Quantum Cryptography, Shanghai, China (2018)
- A. Cojocaru, L. Colisson, E. Kashefi, P. Wallden : “On the possibility of classical client blind quantum computing”, 8th International Conference on Quantum Cryptography, Shanghai, China (2018)
- B. Coyle, M. Hoban, E. Kashefi : “One-Sided Device-Independent Certification of Unbounded Random Numbers”, Electronic Proceedings in Theoretical Computer Science, vol. 273, Proceedings of the 9th International Workshop on Physics and Computation, Fontainebleau, France, 26 June 2018, pp. 14-26, (EPTCS) (2018)
- Y. Naveh, E. Kashefi, J. Wootton, K. Bertels : “Theoretical and practical aspects of verification of quantum computers”, 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), Dresden, Germany, pp. 721-730, (IEEE) (2018)
- D. Mills, A. Pappa, Th. Kapourniotis, E. Kashefi : “Information Theoretically Secure Hypothesis Test for Temporally Unstructured Quantum Computation (Extended Abstract)”, Electronic Proceedings in Theoretical Computer Science, vol. 266, pp. 209-221, (EPTCS) (2018)
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2017
- M. Clementi, A. Pappa, A. Eckstein, I. Walmsley, E. Kashefi, S. Barz : “Classical multiparty computation using quantum resources”, Physical Review A, vol. 96 (6), pp. 062317, (American Physical Society) (2017)
- U. Chabaud, T. Douce, D. Markham, P. Van Loock, E. Kashefi, G. Ferrini : “Continuous-Variable Sampling from Photon-Added or Photon-Subtracted Squeezed States”, Physical Review A, (American Physical Society) (2017)
- E. Kashefi, A. Pappa : “Multiparty Delegated Quantum Computing”, Cryptography, vol. 1 (2), pp. 12, (MDPI) (2017)
- J. Fitzsimons, E. Kashefi : “Unconditionally verifiable blind quantum computation”, Physical Review A, vol. 96 (1), pp. 012303, (American Physical Society) (2017)
- E. Kashefi, P. Wallden : “Garbled Quantum Computation”, Cryptography, vol. 1 (1), pp. 6, (MDPI) (2017)
- E. Kashefi, P. Wallden : “Optimised resource construction for verifiable quantum computation”, Journal of Physics A: Mathematical and Theoretical, vol. 50 (14), pp. 145306, (IOP Publishing) (2017)
- A. Gheorghiu, P. Wallden, E. Kashefi : “Rigidity of quantum steering and one-sided device-independent verifiable quantum computation”, New Journal of Physics, vol. 19 (2), pp. 023043, (Institute of Physics: Open Access Journals) (2017)
- T. Douce, D. Markham, E. Kashefi, E. Diamanti, Th. Coudreau, P. Milman, P. Van Loock, G. Ferrini : “Continuous-Variable Instantaneous Quantum Computing is Hard to Sample”, Physical Review Letters, vol. 118 (7), (American Physical Society) (2017)
- E. Diamanti, E. Kashefi : “Best of both worlds”, Nature Physics, vol. 13 (1), pp. 3-4, (Nature Publishing Group [2005-....]) (2017)
- A. Gheorghiu, Th. Kapourniotis, E. Kashefi : “Verification of Quantum Computation and the Price of Trust”, Computer Science -- Theory and Applications: 12th International Computer Science Symposium in Russia, vol. 10304, Lecture Notes in Computer Science, Kazan, Russian Federation, pp. 15-19, (Springer) (2017)