Resources

Presenters can add their own presentation resources here (pdfs, powerpoints, poster images, etc). Videos will be added by the team directly. If you need help adding or hosting your resources, please reach out to the team at contact@fhe.org on discord.

Talks

Session Topic	Presenters/Authors	Resources
Accelerating HE Operations from Key Decomposition Technique	Miran Kim (Hanyang University), Dongwon Lee (Seoul National University), Jinyeong Seo (Seoul National University), Yongsoo Song (Seoul National University)	Slides / Video
On Polynomial Functions Modulo p^e and Faster Bootstrapping for Homomorphic Encryption	Robin Geelen (KU Leuven), Ilia Iliashenko (CipherMode Labs), Jiayi Kang (KU Leuven), Frederik Vercauteren (KU Leuven)	Slides / Video
On NTRU-v-um Modulo X^N − 1	Marc Joye (Zama)	Slides / Video / Paper
Optimisations and Trade-offs for HElib	Anamaria Costache (NTNU), Lea Nürnberger (NTNU), Rachel Player (RHUL)	Slides / Video
Invited Talk: Computation models for FHE: Mixing integer, boolean and floating point operations. Applications to TFHE and Chimera	Nicolas Gama (SandboxAQ), Mariya Georgieva (Inpher)	Slides / Video
Invited Talk: Bringing FHE to production: Lessons learned at Google	Miguel Guevara (Google)	Slides / Video
Parameter Optimization and Larger Precision for TFHE	Loris Bergerat (Zama), Anas Boudi (Zama), Quentin Bourgerie (Zama), Ilaria Chillotti (Zama), Damien Ligier (Zama), Jean-Baptiste Orfila (Zama), Samuel Tap (Zama)	Slides / Video
FPT: a Fixed-Point Accelerator for Torus Fully Homomorphic Encryption	Michiel Van Beirendonck (KU Leuven), Jan-Pieter D'Anvers (KU Leuven), Ingrid Verbauwhede (KU Leuven)	Slides / Video / Paper / Poster
Advances on Homomorphic Encryption for Multiple Parties	Taechan Kim (Samsung Research), Hyesun Kwak (Seoul National University), Dongwon Lee (Seoul National University), Jinyeong Seo (Seoul National University), Yongsoo Song (Seoul National University)	Slides / Video
Verifiable Fully Homomorphic Encryption	Alexander Viand (ETH Zurich), Christian Knabenhans (ETH Zurich), Anwar Hithnawi (ETH Zurich)	Slides / Video
Invited Talk: Recent Advances in Homomorphic Compilation	Pascal Paillier (Zama)	Slides / Video

Posters

Poster Topic	Presenters/Authors	Resources
Towards Mixed Multi-Key Homomorphic Encryption	Thomas Schneider (TU Darmstadt), Hossein Yalame (TU Darmstadt), Michael Yonli (TU Darmstadt)	View
An Optical Hardware Accelerator for FHE	Florent Michel (Optalysys), Joseph Wilson (Optalysys), Imon Kundu (Optalysys), Nick New (Optalysys)	View
Private Smart Contracts Using Homomorphic Encryption	Morten Dahl (Zama), Levent Demir (Zama), Louis Tremblay Thibault (Zama)	View
Towards Practical Multi-key TFHE: Parallelizable, Key-Compatible, Quasi-linear Complexity	Hyesun Kwak (Seoul National University), Seonhong Min (Seoul National University), Yongsoo Song (Seoul National University)	View
Finding and Evaluating Parameters for the FV Scheme Using Average-Case Analysis	Beatrice Biasioli (TII), Chiara Marcolla (TII), Marco Calderini (University of Trento), Johannes Mono (Ruhr University Bochum and DFKI GmbH)	View
A Unified Framework of Homomorphic Encryption for Multiple Parties with Non-Interactive Setup	Hyesun Kwak (Seoul National University), Dongwon Lee (Seoul National University), Yongsoo Song (Seoul National University), Sameer Wagh (Devron)	View
Panacea: Non-interactive and Stateless Oblivious RAM	Kelong Cong (KU Leuven), Debajyoti Das (KU Leuven), Georgio Nicolas (KU Leuven), Jeongeun Park (KU Leuven)	View
Hardware Acceleration for Third-Generation Fully Homomorphic Encryption	Jonas Bertels (KU Leuven), Michiel Van Beirendonck (KU Leuven), Furkan Turan (KU Leuven), Wouter Legiest (KU Leuven), Jan-Pieter D'Anvers (KU Leuven), Ingrid Verbauwhede (KU Leuven)	View
HE Is All You Need: Compressing FHE Ciphertexts Using Additive HE	Rasoul Akhavan Mahdavi (University of Waterloo), Abdulrahman Diaa (University of Waterloo), Florian Kerschbaum (University of Waterloo)	View
Functional Bootstrapping over Multiple Inputs	Pierre-Emmanuel Clet (CEA), Aymen Boudguiga (CEA), Renaud Sirdey (CEA)	View
HLG: A Framework For Computing Graphs In RNS And Its Application In FHE	Shuang Wu (Huawei International), Chunhuan Zhao (Huawei Technologies), Ye Yuan (Huawei International), Shuzhou Sun (Huawei Technologies), Jie Li (Huawei Technologies), Yamin Liu (Huawei International)	View
A Fast Convolution Algorithm for Accelerating Encrypted Domain Model Inference	Huan-Chih Wang (National Taiwan University), Ja-Ling Wu (National Taiwan University)	View
Fully Homomorphic Encryption for User Privacy and Model Intellectual Property Protection	Roman Bredehoft (Zama), Benoit Chevallier-Mames (Zama), Jordan Frery (Zama), Celia Kherfallah (Zama), Luis Montero (Zama), Andrei Stoian (Zama)	View
Circuit Privacy for FHEW/TFHE-Style Fully Homomorphic Encryption in Practice	Kamil Kluczniak (CISPA)	View a>
Efficient TFHE Bootstrapping in the Multiparty Setting	Jeongeun Park (KU Leuven), Sergi Rovira (WiSeCom, UPF)	View
A Systematisation of Noise Analysis literature for CKKS	Erin Hales (RHUL), Tabitha Ogilvie (Intel Labs)	View