# Show & Tell **URL:** https://openfhe.discourse.group/c/application/5.md [Latest](https://openfhe.discourse.group/latest.md) · [Categories](https://openfhe.discourse.group/categories.md) · [Tags](https://openfhe.discourse.group/tags.md) --- ## [About the Show & Tell category](https://openfhe.discourse.group/t/about-the-show-tell-category/14)
**Author:** [@iquah](https://openfhe.discourse.group/u/iquah)\ **Replies:** 0
Got a cool project you’re working on? Share and show off your work. You should post here if you’d like to show off work you’ve done using OpenFHE. You can use this page to spread awareness and get feedback. Ideally, you… --- ## [A recurrent language model generating text under FHE: 148 consecutive steps for 64 conversations, state carried under CKKS at 128-bit parameters](https://openfhe.discourse.group/t/a-recurrent-language-model-generating-text-under-fhe-148-consecutive-steps-for-64-conversations-state-carried-under-ckks-at-128-bit-parameters/2388)
**Author:** [@xelananv](https://openfhe.discourse.group/u/xelananv)\ **Replies:** 0\ **Last updated:** [September 24, 2026, 11:45pm UTC](https://openfhe.discourse.group/t/a-recurrent-language-model-generating-text-under-fhe-148-consecutive-steps-for-64-conversations-state-carried-under-ckks-at-128-bit-parameters/2388 "2026-09-24T23:45:56Z")
Hi everyone! This is the result of a few months of work I wanted to share: a recurrent language model, trained specifically for this encrypted circuit, running 148 consecutive generation steps for 64 concurrent conversat… --- ## [Large integer aritmetic in OpenFHE](https://openfhe.discourse.group/t/large-integer-aritmetic-in-openfhe/2299)
**Author:** [@narger](https://openfhe.discourse.group/u/narger)\ **Replies:** 0\ **Last updated:** [March 9, 2026, 1:02pm UTC](https://openfhe.discourse.group/t/large-integer-aritmetic-in-openfhe/2299 "2026-03-09T13:02:43Z")
hi all! :slight\_smile: I would like to share with you a result i’ve been recently working on, that is dealing with large integers (e.g. 64/128 bits) in discrete-CKKS. I implemented a possible solution using the openfhe … --- ## [Homomorphic Encryption Lecture](https://openfhe.discourse.group/t/homomorphic-encryption-lecture/2094)
**Author:** [@lujoho](https://openfhe.discourse.group/u/lujoho)\ **Replies:** 0\ **Last updated:** [July 11, 2025, 2:06pm UTC](https://openfhe.discourse.group/t/homomorphic-encryption-lecture/2094 "2025-07-11T14:06:21Z")
Hello everyone, Over the last few months, the Homomorphic Encryption Team in Würzburg, Germany has designed and held an introductory lecture on homomorphic encryption. The aim of the lecture was to introduce students t… --- ## [Approximation of square root without chebyshev interpolation](https://openfhe.discourse.group/t/approximation-of-square-root-without-chebyshev-interpolation/1813)
**Author:** [@DenisRed](https://openfhe.discourse.group/u/DenisRed)\ **Replies:** 3\ **Last updated:** [January 3, 2025, 12:07pm UTC](https://openfhe.discourse.group/t/approximation-of-square-root-without-chebyshev-interpolation/1813 "2025-01-03T12:07:41Z")
Hi guys, I was searching for algorithms to approximate the square root without using Chebyshev interpolation. I want to show you my code for implementing the algorithm from https://eprint.iacr.org/2019/417.pdf Section … --- ## [Oblivious Message Retrieval](https://openfhe.discourse.group/t/oblivious-message-retrieval/1728)
**Author:** [@keewoolee](https://openfhe.discourse.group/u/keewoolee)\ **Replies:** 1\ **Last updated:** [November 19, 2024, 4:57am UTC](https://openfhe.discourse.group/t/oblivious-message-retrieval/1728 "2024-11-19T04:57:45Z")
Proof of Concept Implementation of an Improved Oblivious Message Retrieval (OMR) Scheme Paper: SophOMR: Improved Oblivious Message Retrieval from SIMD-Aware Homomorphic Compression Code: GitHub - keewoolee/SophOMR: Pro… --- ## [Transformer Inference with CKKS](https://openfhe.discourse.group/t/transformer-inference-with-ckks/1376)
**Author:** [@narger](https://openfhe.discourse.group/u/narger)\ **Replies:** 0\ **Last updated:** [June 22, 2024, 5:48pm UTC](https://openfhe.discourse.group/t/transformer-inference-with-ckks/1376 "2024-06-22T17:48:08Z")
Hello there, in case anyone is interested, I share a repository in which an implementation of a classifier based on BERT-tiny is implemented using CKKS in OpenFHE. In the related paper the circuit is analyzed step-by-s… --- ## [Encrypted Boolean circuit evaluator](https://openfhe.discourse.group/t/encrypted-boolean-circuit-evaluator/253)
**Author:** [@ypolyakov](https://openfhe.discourse.group/u/ypolyakov)\ **Replies:** 2\ **Last updated:** [April 9, 2024, 3:43pm UTC](https://openfhe.discourse.group/t/encrypted-boolean-circuit-evaluator/253 "2024-04-09T15:43:10Z")
Encrypted Digital Circuit Evaluator using OpenFHE’s FHEW/TFHE to execute digital circuits described in various formats. Check it out at GitHub - openfheorg/openfhe-boolean-circuit-evaluator: Encrypted Digital Circuit Eva… --- ## [Implementation of a ResNet](https://openfhe.discourse.group/t/implementation-of-a-resnet/1151)
**Author:** [@narger](https://openfhe.discourse.group/u/narger)\ **Replies:** 1\ **Last updated:** [April 3, 2024, 5:49pm UTC](https://openfhe.discourse.group/t/implementation-of-a-resnet/1151 "2024-04-03T17:49:22Z")
Hello everyone, I would like to share with you an implementation of a ResNet20 to classify encrypted images using the OpenFHE implementation of CKKS. The algorithm requires at most 16GB of RAM, and is freely accessible… --- ## [Homomorphic SVM Inference with FHE](https://openfhe.discourse.group/t/homomorphic-svm-inference-with-fhe/815)
**Author:** [@Caesar](https://openfhe.discourse.group/u/Caesar)\ **Replies:** 1\ **Last updated:** [April 1, 2024, 2:40am UTC](https://openfhe.discourse.group/t/homomorphic-svm-inference-with-fhe/815 "2024-04-01T02:40:30Z")
This repository provides a basic example of how to compute the decision function of Support Vector Machines (SVMs) on encrypted input samples using the CKKS scheme as implemented in OpenFHE. The SVMs are built with linea… --- ## [Logistic regression training and inference examples in Python](https://openfhe.discourse.group/t/logistic-regression-training-and-inference-examples-in-python/1158)
**Author:** [@ypolyakov](https://openfhe.discourse.group/u/ypolyakov)\ **Replies:** 0\ **Last updated:** [April 1, 2024, 2:38am UTC](https://openfhe.discourse.group/t/logistic-regression-training-and-inference-examples-in-python/1158 "2024-04-01T02:38:56Z")
Check out linear and logistic regression training and inference examples in Python at GitHub - openfheorg/python-log-reg-examples: Python examples for logistic regression training These were presented at AAAI’24 in Vanco… --- ## [Google Transpiler examples for routing protocols and AES evaluation based on OpenFHE](https://openfhe.discourse.group/t/google-transpiler-examples-for-routing-protocols-and-aes-evaluation-based-on-openfhe/1157)
**Author:** [@ypolyakov](https://openfhe.discourse.group/u/ypolyakov)\ **Replies:** 0\ **Last updated:** [April 1, 2024, 2:33am UTC](https://openfhe.discourse.group/t/google-transpiler-examples-for-routing-protocols-and-aes-evaluation-based-on-openfhe/1157 "2024-04-01T02:33:51Z")
Check out Google transpiler examples based on OpenFHE at GitHub - openfheorg/openfhe-transpiler-examples: Examples of using openfhe and the Google transpiler taken from various research projects The examples include FHE-… --- ## [Client server communication using ZeroMQ](https://openfhe.discourse.group/t/client-server-communication-using-zeromq/724)
**Author:** [@mpuskaric](https://openfhe.discourse.group/u/mpuskaric)\ **Replies:** 4\ **Last updated:** [July 30, 2023, 9:07pm UTC](https://openfhe.discourse.group/t/client-server-communication-using-zeromq/724 "2023-07-30T21:07:51Z")
Hello, I thought I’d share a simple example \[1\] of client server communication using ZeroMQ networking library. I am not an expert programmer, so the code might not be the most efficient one. More information is availabl… --- ## [Matrix multiplication](https://openfhe.discourse.group/t/matrix-multiplication/180)
**Author:** [@FMazzone](https://openfhe.discourse.group/u/FMazzone)\ **Replies:** 1\ **Last updated:** [December 6, 2022, 1:46pm UTC](https://openfhe.discourse.group/t/matrix-multiplication/180 "2022-12-06T13:46:39Z")
Hi all, While waiting for the next OpenFHE release, I implemented some methods to perform inner product and vector-matrix multiplication using OpenFHE, such as column/row-based packing and alternate packing from POSEIDO… --- ## [String search examples](https://openfhe.discourse.group/t/string-search-examples/252)
**Author:** [@ypolyakov](https://openfhe.discourse.group/u/ypolyakov)\ **Replies:** 0\ **Last updated:** [December 1, 2022, 12:58am UTC](https://openfhe.discourse.group/t/string-search-examples/252 "2022-12-01T00:58:26Z")
Encrypted string search examples using Rabin-Karp algorithm: Check out GitHub - openfheorg/openfhe-integer-examples: Integer examples for OpenFHE library. Based off of https://gitlab.com/palisade/palisade-integer-example…