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Time | Session Topic | Presenters/Authors/Description |
---|---|---|
8:45 AM | Welcome | |
9:00 AM | Session 1 | |
9:00 AM | 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) |
9:25 AM | Optical computing and the future of FHE | Joseph Wilson (Optalysys) and Florent Michel (Optalysys) |
9:50 AM | Privacy-preserving collection of data for investigation | Jung Hee Cheon, Eungyu Jang, Wootae Kim, Eunbin Lee, and Sangwon Lee |
10:15 AM | Pasta: A case for hybrid homomorphic encryption | Christoph Dobraunig, Lorenzo Grassi, Lukas Helminger, Christian Rechberger, Markus Schofnegger, and Roman Walch |
10:40 AM | Poster session / Coffee break ☕️ | |
11:15 AM | Session 2 | |
11:15 AM | HECO: Automatic code optimizations for efficient fully homomorphic encryption | Alexander Viand, Patrick Jattke, Miro Haller, and Anwar Hithnawi |
11:40 AM | Encrypted multinomial logistic regression training with softmax approximation | Seewoo Lee, Garam Lee, Jung Hee Cheon, and Junbum Shin |
12:15 PM | FHE.org competition announcement | Pascal Paillier |
1:00 PM | Lunch 🍴 | |
2:00 PM | Invited Talk I: Unexpected applications of FHE | Chris Peikert (Algorand & U. Michigan) |
2:45 PM | Session 3 | |
2:45 PM | BASALISC: Flexible asynchronous hardware accelerator for fully homomorphic encryption | Robin Geelen, Hilder Vitor Lima Pereira, Michiel Van Beirendonck, Ingrid Verbauwhede, Frederik Vercauteren, David W. Archer, Brian Huffman, Georgios Dimou, Tynan McAuley, Ben Selfridge, Daniel Wagner, and Jason Graalum |
3:10 PM | Hybrid attacks on LWE and the lattice estimator | Martin Albrecht, Benjamin R. Curtis, and Michael Walter |
3:35 PM | Poster session / Coffee break ☕️ | |
4:10 PM | Session 4 | |
4:10 PM | Achievable CCA2 relaxation for homomorphic encryption | Adi Akavia, Craig Gentry, Shai Halevi, and Margarita Vald |
4:35 PM | Towards a correct-by-construction FHE model | Zhenkun Yang, Wen Wang, Jeremy Casas, Pasquale Cocchini, and Jin Yang |
5:00 PM | Invited Talk II: Fully Homomorphic Encryption: Definitional issues and open problems | Daniele Micciancio (UCSD) |
5:45 PM | Closing remarks | |
6:00 PM | FHE.org Conference After Party 🍻 |
Poster | Presenters |
---|---|
Fast, easy, and accessible FHE with Concrete and specialized accelerators | Florent Michel, Thomas De Cnudde, and Agnès Leroy |
An efficient and precise min/argmin FHE operator | Martin Zuber and Olive Chakraborty |
Compact storage for homomorphic encryption | Adi Akavia, Neta Oren, Boaz Sapir, and Margarita Vald |
Concrete ML: A data-scientist-friendly toolkit for machine learning over encrypted data | Benoît Chevallier-Mames, Jordan Fréry, Arthur Meyre, and Andrei Stoian |
HE-MAN - Homomorphically Encrypted MAchine learning with oNnx models | Martin Nocker, David Drexel, Michael Rader, Alessio Montuoro, Simon Pfeifhofer, and Pascal Schöttle |
Medha: Microcoded hardware accelerator for computing on encrypted data | Ahmet Can Mert, Aikata Aikata, Sunmin Kwon, Youngsam Shin, Donghoon Yoo, and Sujoy Sinha Roy |
Blockchain applications with maximal privacy guarantees from threshold FHE | Wei Dai |
Efficient privacy-preserving viral strain classification via k-mer signatures and FHE | Adi Akavia, Ben Galili, Hayim Shaul, Mor Weiss, and Zohar Yakhini |
Efficient privacy preserving tools based on homomorphic encryption | Kelong Cong, Debajyoti Das, Jeongeun Park, and Hilder Vitor Lima Pereira |
NTRU-nium: Secure fully homomorphic encryption from NTRU with small modulus | Kamil Kluczniak |
The Swiss army knife of TFHE functional bootstrapping | Pierre-Emmanuel Clet, Martin Zuber, Aymen Boudguiga, Renaud Sirdey, and Cédric Gouy-Pailler |
Performance of hierarchical transforms in homomorphic encryption: A case study on logistic regression inference | Pedro G. M. R. Alves, Jheyne N. Ortiz, and Diego F. Aranha |
Secure machine learning by means of homomorphic encryption and verifiable computing | Abbass Madi, Oana Stan, and Renaud Sirdey |
Faster evaluation of AES using TFHE | Roy Stracovsky, Rasoul Akhavan Mahdavi, and Florian Kerschbaum |
Finding and evaluating parameters for BGV | Johannes Mono, Chiara Marcolla, Georg Land, Tim Güneysu, and Najwa Aaraj |
Hitchhiker’s guide to a practical automated TFHE parameter setup for custom applications | Jakub Klemsa |