FHE.org conference 2022 - Resources from the conference

Talks

Session Topic	Presenters/Authors	Resources
FINAL: Faster FHE instantiated with NTRU and LWE	Charlotte Bonte (Intel Labs), Ilia Iliashenko (CipherMode Labs & KU Leuven), Jeongeun Park (KU Leuven), Hilder V. L. Pereira (KU Leuven), and Nigel P. Smart (KU Leuven & Zama)	Slides
Optical computing and the future of FHE	Joseph Wilson (Optalysys) and Florent Michel (Optalysys)	Slides
Privacy preserving collection of data for investigation	Jung Hee Cheon (Seoul National University), Eungyu Jang (Seoul National University), Wootae Kim (Seoul National University), Eunbin Lee (Changwon District Court, Korea), and Sangwon Lee (Seoul National University)	Slides
Pasta: A case for hybrid homomorphic encryption	Christoph Dobraunig (Lamarr Security Research), Lorenzo Grassi (Radboud University), Lukas Helminger (TU Graz & Know-Center GmbH), Christian Rechberger (TU Graz), Markus Schofnegger (TU Graz), and Roman Walch (TU Graz & Know-Center GmbH)	Slides
HECO: Automatic code optimizations for efficient fully homomorphic encryption	Alexander Viand (ETH Zurich), Patrick Jattke (ETH Zurich), Miro Haller (ETH Zurich), and Anwar Hithnawi (ETH Zurich)	Slides
Encrypted multinomial logistic regression training with softmax approximation	Seewoo Lee (CryptoLab), Garam Lee (CryptoLab), Jung Hee Cheon (CryptoLab & Seoul National University), and Junbum Shin (CryptoLab)	Slides
FHE.org competition announcement	Pascal Paillier	Slides
Unexpected applications of FHE	Chris Peikert (Algorand & U. Michigan)	Video
BASALISC: Flexible asynchronous hardware accelerator for fully homomorphic encryption	Robin Geelen (KU Leuven), Hilder Vitor Lima Pereira (KU Leuven), Michiel Van Beirendonck (KU Leuven), Ingrid Verbauwhede (KU Leuven), Frederik Vercauteren (KU Leuven), David W. Archer (Galois), Brian Huffman (Galois), Georgios Dimou (Niobium Microelectronics), Tynan McAuley (Niobium Microelectronics), Ben Selfridge (Galois), Daniel Wagner (Galois), and Jason Graalum (Niobium Microelectronics)	Slides
Hybrid attacks on LWE and the lattice estimator	Martin Albrecht (Royal Holloway, University of London), Benjamin R. Curtis (Zama), and Michael Walter (Zama)	Slides
Achievable CCA2 relaxation for homomorphic encryption	Adi Akavia (University of Haifa), Craig Gentry (Algorand Foundation), Shai Halevi (Algorand Foundation), and Margarita Vald (Intuit Inc.)	Slides
Towards a correct-by-construction FHE model	Zhenkun Yang (Intel Labs), Wen Wang (Intel Labs), Jeremy Casas (Intel Labs), Pasquale Cocchini (Intel Labs), and Jin Yang (Intel Labs)	Video
Fully Homomorphic Encryption: Definitional issues and open problems	Daniele Micciancio (UCSD)	Video

Posters

Poster Topic	Presenters/Authors	Resources
Fast, easy, and accessible FHE with Concrete and specialized accelerators	Florent Michel (Optalysys), Thomas De Cnudde (Zama), and Agnès Leroy (Zama)	View
An efficient and precise min/argmin FHE operator	Martin Zuber (CEA) and Olive Chakraborty (CEA)	View
Compact storage for homomorphic encryption	Adi Akavia (University of Haifa), Neta Oren (University of Haifa), Boaz Sapir (Intuit Inc.), and Margarita Vald (Intuit Inc.)	View
Concrete ML: A data-scientist-friendly toolkit for machine learning over encrypted data	Benoît Chevallier-Mames (Zama), Jordan Fréry (Zama), Arthur Meyre (Zama), and Andrei Stoian (Zama)	View
HE-MAN - Homomorphically Encrypted MAchine learning with oNnx models	Martin Nocker (MCI Management Center Innsbruck), David Drexel (MCI Management Center Innsbruck), Michael Rader (Fraunhofer Austria), Alessio Montuoro (SCCH Software Competence Center Hagenberg), Simon Pfeifhofer (Tributech Solutions GmbH), and Pascal Schöttle (MCI Management Center Innsbruck)	View
Medha: Microcoded hardware accelerator for computing on encrypted data	Ahmet Can Mert (TU Graz), Aikata Aikata (TU Graz), Sunmin Kwon (Samsung Advanced Institute of Technology), Youngsam Shin (Samsung Advanced Institute of Technology), Donghoon Yoo (Samsung Advanced Institute of Technology), and Sujoy Sinha Roy (TU Graz)	View
Blockchain applications with maximal privacy guarantees from threshold FHE	Wei Dai (Bain Capital Crypto)	View
Efficient privacy-preserving viral strain classification via k-mer signatures and FHE	Adi Akavia (University of Haifa), Ben Galili (Technion), Hayim Shaul (IBM Research), Mor Weiss (Bar-Ilan University), and Zohar Yakhini (Reichman University & Technion)	View
Efficient privacy preserving tools based on homomorphic encryption	Kelong Cong (KU Leuven), Debajyoti Das (KU Leuven), Jeongeun Park (KU Leuven), and Hilder Vitor Lima Pereira (KU Leuven)	View
The Swiss army knife of TFHE functional bootstrapping	Pierre-Emmanuel Clet (CEA), Martin Zuber (CEA), Aymen Boudguiga (CEA), Renaud Sirdey (CEA), and Cédric Gouy-Pailler (CEA)	View
Performance of hierarchical transforms in homomorphic encryption: A case study on logistic regression inference	Pedro G. M. R. Alves (Zama), Jheyne N. Ortiz (Unicamp), and Diego F. Aranha (Aarhus University)	View
Secure machine learning by means of homomorphic encryption and verifiable computing	Abbass Madi (CEA), Oana Stan (CEA), and Renaud Sirdey	View
Faster evaluation of AES using TFHE	Roy Stracovsky (University of Waterloo), Rasoul Akhavan Mahdavi (University of Waterloo), and Florian Kerschbaum (University of Waterloo)	View
Finding and evaluating parameters for BGV	Johannes Mono (Ruhr University Bochum), Chiara Marcolla (Technology Innovation Institute), Georg Land (Ruhr University Bochum & DFKI GmbH), Tim Güneysu (Ruhr University Bochum & DFKI GmbH), and Najwa Aaraj (Technology Innovation Institute)	View
Hitchhiker's guide to a practical automated TFHE parameter setup for custom applications	Jakub Klemsa (Eurecom)	View