Don't miss next week's FHE.org meetup on Thursday, February 5th at 10AM CEST featuring Hiroki Okada, researcher at KDDI Research, presenting "Low Communication Threshold FHE from Standard (Module-)LWE".
RSVP at https://luma.com/FHE.org-083
#fhe
New resource added to FHE.org/resources :
"Fully Homomorphic Encryption" by Prof. Nigel Smart
https://fhe.org/resources/#00193
Know of an FHE resource that should be shared? Let us know below!
FHE.org would like to thank DESILO for their continued sponsorship this year (and last!) of the FHE.org 2026 conference.
Sponsorships like DESILO's make it possible to provide a high quality conference with great speakers and to waive registration fees for all students.
Find out more information about DESILO and what they're doing in South Korea at https://desilo.ai.
And don't forget to RSVP for your ticket to the FHE.org 2026 conference in Taipei, Taiwan March 8th!
The FHE.org 2026 Conference is a research-driven event dedicated to Fully Homomorphic Encryption (FHE), featuring talks, posters, an invited speaker, and a DJ-ed cocktail party bringing together the most active minds in FHE, while offering:
🟦 In-depth technical discussions,
🟦 Direct access to researchers,
🟦 A welcoming environment for students and senior contributors alike.
All in a one-day, single-track format that respects your time.
If FHE is central to your work or studies, you won't want to miss it!
👉 Grab your tickets and RSVP now at https://luma.com/fhe-org-conference-2026-tickets
Join us in 2 weeks on Thursday, Feb 5th at 10AM CEST for an FHE.org meetup featuring Hiroki Okada, researcher at KDDI Research, presenting "Low Communication Threshold FHE from Standard (Module-)LWE".
RSVP at https://luma.com/FHE.org-083
New resource added to FHE.org/resources :
"Introduction to fully homomorphic encryption" by Jean-Sébastien Coron.
https://fhe.org/resources/#00192
Know of an FHE resource that should be shared? Let us know below!
FHE.org would like to thank Brightside for their continued sponsorship this year (and last!) of the FHE.org 2026 conference.
Sponsorships like Brightside's make it possible to provide a high quality conference with great speakers and to waive registration fees for all students.
Find out more information about Brightside and what they're doing in AI and OSINT based vulnerability and security training for companies at https://brside.com.
And don't forget to RSVP for your ticket to the FHE.org 2026 conference in Taipei, Taiwan March 8th!
New resource added to FHE.org/resources :
"AAAI 2024 Tutorial: Fully Homomorphic Encryption for Privacy-Preserving Machine Learning using the OpenFHE Library" by Ian Quah, Yuriy Polyakov, and Sukanya Mandal.
https://fhe.org/resources/#00191
Know of an FHE resource that should be shared? Let us know below!
Exciting news for the cryptography community! 💙
Shai Halevi, fellow of the IACR, will be giving the invited talk at FHE.org 2026 on March 8th in Taipei (co-located with Real World Crypto).
Don’t miss this opportunity to learn from one of the pioneers of FHE!
🎟️ RSVP for your spot! https://luma.com/fhe-org-conference-2026-tickets
FHE.org 2026 program chairs have finalized the program for the 5th annual FHE.org conference this March 8th in Taipei, Taiwan.
Check out all the great planned talks and posters for this year and don't forget to register for your tickets today!
If you're a student make sure to reach out to contact@fhe.org from your academic email address to request waiving the registration fee.
FHE or Fully Homomorphic Encryption is a unique type of encryption technology. #finsurlog #finance #fhe Read more at: https://cryptoforold.com/what-does-fhe-stand-for-in-cryptocurrency/
New resource added to FHE.org/resources :
"The State of FHE Report: Hardware Edition" by Zama.
https://fhe.org/resources/#00190
Know of an FHE resource that should be shared? Let us know below!
FHE.org would like to thank Crecimiento for their continued sponsorship this year (and last!) of the FHE.org 2026 conference.
Sponsorships like Crecimiento's make it possible to provide a high quality conference with great speakers and to waive registration fees for all students.
Find out more information about Crecimiento and what they're doing in Argentina at https://crecimiento.build.
And don't forget to RSVP for your ticket to the FHE.org 2026 conference in Taipei, Taiwan March 8th!
FHE.org would like to thank Trail of Bits for their continued sponsorship this year (and last!) of the FHE.org 2026 conference.
Sponsorships like Trail of Bits' make it possible to provide a high quality conference with great speakers and to waive registration fees for all students.
Find out more information about Trail of Bits at https://trailofbits.com.
Don't forget to RSVP for your ticket to the FHE.org 2026 conference in Taipei, Taiwan March 8th!
Гомоморфное шифрование запросов в LLM
Инструменты LLM получили большую популярность практически во всех сферах IT, но из-за этого возникла очень серьёзная проблема: утечки информации . Многие пользователи случайно или по незнанию отправляют в облако конфиденциальную информацию о себе или своей компании. А попав на серверы AI-разработчика, эти данные могут (и будут) использоваться для обучения LLM, профилирования, социального моделирования, перепродажи и др. В любом случае, компании выгодно сохранять запросы пользователей навечно. Пользовательские данные — главный актив таких компаний, включая чат-сессии и документы. Возникает вопрос: как работать с LLM, но отправлять запросы и получать ответы в зашифрованном виде, чтобы даже провайдер услуг и владелец LLM не имел доступа к этой информации? Эту проблему решает гомоморфное шифрование . Выполнение зашифрованных операций над зашифрованным текстом.
https://habr.com/ru/companies/globalsign/articles/979114/
#OpenFHE #LLM #гомоморфное_шифрование #FHE #E2E #latticebased_cryptography #криптография_на_решётках #обучение_с_ошибками #Learning_with_errors #LWE
🎉 The results are in! (part 15)
See the full list here 👉 https://fhe.org/conferences/conference-2026/program
Don't forget to RSVP for the FHE.org 2026 Taipei conference here 👉 https://luma.com/fhe-org-conference-2026-tickets
🎉 The results are in! (part 14)
🟦 Asra Ali and Jeremy Kun. HEIR: Fully Homomorphic Machine Learning with a Universal Compiler
🟦 Tim Seuré and Elias Suvanto. Faster Homomorphic Evaluation of SHA3
🟦 Pierre Gardrat, Agnès Leroy, Arthur Meyre, Jean-Baptiste Orfila and Samuel Tap. Let’s Talk: How TFHE Became Practical
🟦 Daehyun Jang, Jaehee Kang, Hanee Rhee and Jung Hee Cheon. Efficient Encrypted Embedding Lookup via Independent Vector Evaluation
🎉 The results are in! (part 13)
🟦 Deokhwa Hong, Heesoo Lee, Young-Sik Kim and Yongwoo Lee. A White-Box Bootstrapping Approach for High Precision Comparison Over Homomorphic Encryption
🟦 Jiayi Kang and Leonard Schild. Pirouette: Query Efficient Single-Server PIR
🟦 Linru Zhang, Xiangning Wang, Xianhui Lu, Huaxiong Wang, Adhiraj Saxena and Kwok Yan Lam. FastFFN: Low-Latency Feedforward Block Evaluation for Secure Transformer Inference
🎉 The results are in! (part 12)
🟦 Mathieu Ballandras, Jean-Baptiste Orfila and Samuel Tap. Concrete Estimation of Correctness and IND-CPA-D Security for FHE via Rare Event Simulation
🟦 Andreea Alexandru, Flavio Bergamaschi, Shruthi Gorantala and Shai Halevi. A New Benchmarking Suite for FHE
🟦 Intak Hwang, Yisol Hwang, Miran Kim, Dongwon Lee and Yongsoo Song. Provably Secure Approximate Computation Protocols from CKKS
🎉 The results are in! (part 11)
🟦 Ganyuan Cao, Sylvain Chatel and Christian Knabenhans. HE-based On-the-Fly MPC, Revisited: Universal Composability, Approximate and Imperfect Computation, Circuit Privacy
🟦 Abdelrahaman Aly, Chiara Marcolla, Victor Mateu, Pradeep Mishra, Aryan Raj, Sergi Rovira, Victor Sucasas, Luis Zamarripa and Floyd Zweydinger. Veil: A Fully Homomorphic Encryption Framework for Privacy-Preserving Machine Learning
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Server: https://mastodon.social
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Repository: https://github.com/cyevgeniy/lmst