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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.


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


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</td> </tr>
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
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