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
Privacy-Preserving Functional Database Exploration with Lattigo	Jean-Philippe Bossuat	Slides / Video
An SQL-based Data Analysis Platform using Homomorphic Encryption	Donghoon Yoo and Joohyung Lee	Slides / Video
The HEIR Compiler	Jeremy Kun and Asra Ali	Slides / Video
Designs for Practical Somewhat Homomorphic Encryption Schemes Based on Ring-LWR	Madalina Bolboceanu, Anamaria Costache, Erin Hales, Rachel Player, Miruna Rosca, and Radu Titiu	Slides / Video
Large Domain Homomorphic Evaluation in Levelled Mode	Jean-Philippe Bossuat and Malika Izabachène	Slides / Video
Revisiting Key Decomposition Techniques for FHE: Simpler, Faster and More Generic	Mariya Georgieva Belorgey, Sergiu Carpov, Nicolas Gama, Sandra Guasch, and Dimitar Jetchev	Slides / Video
BASALISC: Programmable Hardware Accelerator for BGV and CKKS FHE - An Interim Design Update	David Archer, Robin Geelen, and Michiel Van Beirendonck	Slides / Video
On Circuit Private, Multikey and Threshold Approximate Homomorphic Encryption	Kamil Kluczniak and Giacomo Santato	Slides / Video
Plug-and-play Sanitization for TFHE	Florian Bourse and Malika Izabachène	Slides / Video
HELIOPOLIS: Verifiable Computation Over HE Data from Interactive Oracle Proofs is Practical	Diego F. Aranha, Anamaria Costache, Antonio Guimarães, and Eduardo Soria-Vazquez	Slides / Video
Security Guidelines for Implementing Homomorphic Encryption	Jean-Philippe Bossuat, Rosario Cammarota, Jung Hee Cheon, Ilaria Chillotti, Benjamin R. Curtis, Wei Dai, Huijing Gong, Erin Hales, Duhyeong Kim, Bryan Kumara, Changmin Lee, Xianhui Lu, Carsten Maple, Alberto Pedrouzo-Ulloa, Rachel Player, Luis Antonio Ruiz Lopez, Yongsoo Song, Donggeon Yhee, and Bahattin Yildiz	Slides / Video
TFHE Simplified: A Practical Guide to Integer Arithmetic and Reliability	Ilaria Chillotti, Sarah El Kazdadi, Damien Ligier, Arthur Meyre, Thomas Montaigu, Jean-Baptiste Orfila, and Samuel Tap	Slides / Video
AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE	Wei Ao and Vishnu Naresh Boddeti	Slides / Video
Revisiting Oblivious Top-k Selection with Applications to Secure k-NN Classification	Kelong Cong, Robin Geelen, Jiayi Kang, and Jeongeun Park	Slides / Video
Estimating the Difficulty of Breaking Lattice-Based Cryptography	Prof. Martin Albrecht (Kings College London, Sandbox AQ)	Slides / Video

Posters

Poster Topic	Presenters/Authors	Resources
At Last! A Homomorphic AES Evaluation in Less than 30 Seconds by Means of TFHE	Aymen Boudguiga, Daphné Trama, Pierre-Emmanuel Clet, and Renaud Sirdey	View
Breaking the power-of-two barrier: noise estimation for BGV in NTT-friendly rings	Andrea Di Giusto and Chiara Marcolla	View
Convolution-friendly Image Compression in FHE	Axel Mertens, Georgio Nicolas, and Sergi Rovira	View
Edit distance in the encrypted domain	Ingrid Verbauwhede, Jan-Pieter D'Anvers, and Wouter Legiest	View
Faster Parameter Selection for FHE	Chiara Marcolla, Elena Kirshanova, and Sergi Rovira	View
Game of Life, Revisited	Benoit Chevallier-Mames and Umut Şahin	View
Hardware-Accelerated Encrypted Credit Card Fraud Check	Florent Michel, Jakub Ziarno, Joseph Wilson, Nicholas New, Shuhao Yang, Thanh-Huyen Nguyen, and Victor Lisinski	View
Homomorphic Integer Division for TFHE	Amit Deo, Marc Joye, and Olivier Bernard	View
Liberate.FHE: A New FHE Library for Bridging the Gap between Theory and Practice with a Focus on Performance and Accuracy	Donghoon Yoo, Hanyul Ryu, and Juwhan Kim	View
Low Latency Evaluation of AES via (leveled) TFHE	Benqiang Wei, Kunpeng Wang, Ruida Wang, Xianhui Lu, and Zhihao Li	View
Making FHE hardware-acceleration-friendly (and vice versa)	Furkan Turan, Ingrid Verbauwhede, Jan-Pieter D'Anvers, and Michiel Van Beirendonck	View
Multi-Objective Arithmetization and Composition of Common Primitives for Homomorphic Encryption	Jelle Vos, Mauro Conti, and Zekeriya Erkin
Neural Network Training on Encrypted Data with TFHE	Andrei Stoian, Celia Kherfallah, Jordan Frery, Luis Montero, and Roman Bredehoft	View
Novel uses cases enabled by FHE in Blockchain	Remi Gai	View
Optimized Homomorphic Evaluation of Boolean Functions and Concrete Application on Cryptographic Primitives	David Pointcheval, Matthieu Rivain, Nicolas Bon, and Sonia Belaïd	View
Robust FHE in Practice	Alexander Viand, Anwar Hithnawi, and Christian Knabenhans
The Inhibitor: ReLU and Addition-Based Attention for Efficient Transformers under Fully Homomorphic Encryption on the Torus	Andrei Stoian and Rickard Brännvall	View
Towards Practical FHE Calculations Integrity by Means of Rinocchio	Caroline Fontaine, Marc Renard, Oana Stan, and Renaud Sirdey	View
Towards Verifiable Bootstrapping in Practice - Proving Correct Execution of TFHE’s Blind Rotation using plonky2	Louis Tremblay Thibault and Michael Walter	View