facebookresearch / LWE-benchmarkingLinks
This repository contains code to generate and preprocess Learning with Errors (LWE) data and implementations of four LWE attacks uSVP, SALSA, Cool&Cruel, and Dual Hybrid Meet-in-the-Middle (MitM). We invite contributors to reproduce our results, improve on these methods, and/or suggest new concrete attacks on LWE.
☆53Updated 3 months ago
Alternatives and similar repositories for LWE-benchmarking
Users that are interested in LWE-benchmarking are comparing it to the libraries listed below
Sorting:
- BlindBox is a tool to isolate and deploy applications inside Trusted Execution Environments for privacy-by-design apps☆61Updated last year
- ☆67Updated 9 months ago
- This library supports evaluating disparities in generated image quality, diversity, and consistency between geographic regions.☆20Updated last year
- ☆28Updated 4 months ago
- [EMNLP 2024] Tree of Problems: Improving structured problem solving with compositionality☆19Updated 6 months ago
- Because it's there.☆16Updated 11 months ago
- An intelligent code optimization system leveraging AI analysis, automated refactoring, and test generation. Built with DSPy and Gradio, i…☆20Updated 7 months ago
- A framework for pitting LLMs against each other in an evolving library of games ⚔☆33Updated 4 months ago
- An example implementation of RLHF (or, more accurately, RLAIF) built on MLX and HuggingFace.☆32Updated last year
- ☆19Updated last month
- ☆26Updated last year
- The Prime Intellect CLI provides a powerful command-line interface for managing GPU resources across various providers☆77Updated this week
- Public repository containing METR's DVC pipeline for eval data analysis☆105Updated 5 months ago
- AI Agent leveraging symbolic reasoning and other auxiliary tools to boost its capabilities on various logic and reasoning benchmarks. Thi…☆31Updated 3 weeks ago
- Optimizing Causal LMs through GRPO with weighted reward functions and automated hyperparameter tuning using Optuna☆55Updated 7 months ago
- alternative way to calculating self attention☆18Updated last year
- Losslessly encode text natively with arithmetic coding and HuggingFace Transformers☆76Updated last year
- Multibackend Graph Neural Networks in Keras 3☆25Updated last year
- Code for our paper PAPILLON: PrivAcy Preservation from Internet-based and Local Language MOdel ENsembles☆54Updated 4 months ago
- An Automatic Tool to Search for Full Impossible-Differential, Zero-Correlation and Integral Attacks☆11Updated 9 months ago
- ☆34Updated last month
- Rust Implementation of micrograd☆52Updated last year
- ☆41Updated last year
- A method for steering llms to better follow instructions☆50Updated last month
- ☆34Updated 9 months ago
- Experimental Code for StructuredRAG: JSON Response Formatting with Large Language Models☆111Updated 4 months ago
- Small, simple agent task environments for training and evaluation☆18Updated 10 months ago
- GPT-4 Level Conversational QA Trained In a Few Hours☆64Updated last year
- Implementation of SelfExtend from the paper "LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning" from Pytorch and Zeta☆13Updated 9 months ago
- A preprint version of our recent research on the capability of frontier AI systems to do self-replication☆59Updated 8 months ago