☆28Nov 28, 2023Updated 2 years ago
Alternatives and similar repositories for dp-few-shot-generation
Users that are interested in dp-few-shot-generation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A fast algorithm to optimally compose privacy guarantees of differentially private (DP) mechanisms to arbitrary accuracy.☆78Feb 15, 2024Updated 2 years ago
- [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer☆47May 30, 2024Updated 2 years ago
- Source code for the ACL'2025 paper titled "Unveiling privacy risks in llm agent memory"☆34Dec 2, 2025Updated 7 months ago
- Code for Findings of ACL 2021 "Differential Privacy for Text Analytics via Natural Text Sanitization"☆34Mar 15, 2022Updated 4 years ago
- Differentially-private transformers using HuggingFace and Opacus☆149Aug 28, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Private Adaptive Optimization with Side Information (ICML '22)☆16Jun 23, 2022Updated 4 years ago
- Official implementation of Privacy Implications of Retrieval-Based Language Models (EMNLP 2023). https://arxiv.org/abs/2305.14888☆37Jun 10, 2024Updated 2 years ago
- Repo for the paper "Bounding Training Data Reconstruction in Private (Deep) Learning".☆12Jun 16, 2023Updated 3 years ago
- ☆10Jun 1, 2022Updated 4 years ago
- ☆79May 28, 2022Updated 4 years ago
- ☆21Sep 21, 2021Updated 4 years ago
- [NeurIPS 2021] "G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators" by Yunhui Long*…☆30Oct 26, 2021Updated 4 years ago
- Official implementation for "Pruning Randomly Initialized Neural Networks with Iterative Randomization"☆10Oct 5, 2021Updated 4 years ago
- Code for Auditing DPSGD☆39Feb 15, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 🤫 Code and benchmark for our ICLR 2024 spotlight paper: "Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Con…☆57Dec 20, 2023Updated 2 years ago
- The repository contains the code for analysing the leakage of personally identifiable (PII) information from the output of next word pred…☆104Aug 13, 2024Updated last year
- ☆27Apr 15, 2024Updated 2 years ago
- LAMP: Extracting Text from Gradients with Language Model Priors (NeurIPS '22)☆29May 26, 2025Updated last year
- A solution that helps apply a privacy preserving mechanism to NLP data, using Amazon SageMaker.☆18May 30, 2025Updated last year
- Fast, memory-efficient, scalable optimization of deep learning with differential privacy☆146Jan 22, 2026Updated 5 months ago
- A codebase that makes differentially private training of transformers easy.☆190Dec 9, 2022Updated 3 years ago
- Code repo for the paper "Privacy-aware Compression for Federated Data Analysis".☆18May 31, 2023Updated 3 years ago
- Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)☆61Mar 13, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [ICML 2024 Spotlight] Differentially Private Synthetic Data via Foundation Model APIs 2: Text☆61Jan 11, 2025Updated last year
- ☆27Dec 15, 2022Updated 3 years ago
- autodp: A flexible and easy-to-use package for differential privacy☆279Dec 5, 2023Updated 2 years ago
- [ICML 2024] DPZero: Private Fine-Tuning of Language Models without Backpropagation☆17Sep 4, 2024Updated last year
- ☆23Apr 5, 2023Updated 3 years ago
- Official implementation of ICML'24 paper "LQER: Low-Rank Quantization Error Reconstruction for LLMs"☆19Jul 11, 2024Updated last year
- Repo for the paper: Towards Few-shot Entity Recognition in Document Images:A Label-aware Sequence-to-Sequence Framework☆14May 31, 2023Updated 3 years ago
- code of paper "Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM"☆14Nov 17, 2023Updated 2 years ago
- ☆27Aug 18, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [USENIX Security 2022] Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture☆16Aug 29, 2022Updated 3 years ago
- ☆15Jun 5, 2023Updated 3 years ago
- TextHide: Tackling Data Privacy in Language Understanding Tasks☆30Apr 19, 2021Updated 5 years ago
- ✨个人的python代码库（部分）。🌈包涵python基础、各类主流自然语言处理工具接口调用，Keras&Tensortflow实战，数据分析、爬虫等☆12Mar 17, 2022Updated 4 years ago
- Website for Systems Research Seminar at UIUC☆21May 7, 2026Updated last month
- Knowledge transfer from high-resource to low-resource programming languages for Code LLMs☆17Aug 12, 2025Updated 10 months ago
- System-on-chip design for NOP in NSCSCC 2023.☆13Aug 21, 2023Updated 2 years ago