[ICML 2024 Spotlight] Differentially Private Synthetic Data via Foundation Model APIs 2: Text
☆57Jan 11, 2025Updated last year
Alternatives and similar repositories for aug-pe
Users that are interested in aug-pe are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Private Evolution: Generating DP Synthetic Data without Training [ICLR 2024, ICML 2024 Spotlight]☆110Nov 8, 2025Updated 4 months ago
- ☆78May 28, 2022Updated 3 years ago
- A fast algorithm to optimally compose privacy guarantees of differentially private (DP) mechanisms to arbitrary accuracy.☆76Feb 15, 2024Updated 2 years ago
- Differentially-private transformers using HuggingFace and Opacus☆147Aug 28, 2024Updated last year
- Fast, memory-efficient, scalable optimization of deep learning with differential privacy☆140Jan 22, 2026Updated 2 months ago
- The collection of papers about Private Evolution☆18Oct 7, 2025Updated 5 months ago
- [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer☆47May 30, 2024Updated last year
- ☆28Nov 28, 2023Updated 2 years ago
- On Memorization of Large Language Models in Logical Reasoning☆76Mar 29, 2025Updated 11 months ago
- A codebase that makes differentially private training of transformers easy.☆185Dec 9, 2022Updated 3 years ago
- DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting☆15Apr 27, 2023Updated 2 years ago
- ☆10Jun 1, 2022Updated 3 years ago
- A survey of privacy problems in Large Language Models (LLMs). Contains summary of the corresponding paper along with relevant code☆69May 30, 2024Updated last year
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆41Jun 23, 2024Updated last year
- https://icml.cc/virtual/2023/poster/24354☆10Aug 15, 2023Updated 2 years ago
- ☆12Oct 2, 2023Updated 2 years ago
- Repo for the paper: PerAda: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees (CVPR 2024)☆23Aug 14, 2024Updated last year
- Code for Findings of ACL 2021 "Differential Privacy for Text Analytics via Natural Text Sanitization"☆32Mar 15, 2022Updated 4 years ago
- We view Large Language Models as stochastic language layers in a network, where the learnable parameters are the natural language prompts…☆95Jul 25, 2024Updated last year
- My implementation of y-DCGAN,which can automatically learn embedding change probability for digital images.☆10Mar 25, 2018Updated 7 years ago
- Codes for reproducing the experimental results in "Proper Network Interpretability Helps Adversarial Robustness in Classification", publi…☆13Jun 29, 2020Updated 5 years ago
- ☆29Aug 31, 2025Updated 6 months ago
- Comprehensive Assessment of Trustworthiness in Multimodal Foundation Models☆27Mar 15, 2025Updated last year
- 🤫 Code and benchmark for our ICLR 2024 spotlight paper: "Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Con…☆50Dec 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
- hllama is a library which aims to provide a set of utility tools for large language models.☆10Apr 16, 2024Updated last year
- Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs. EMNLP 2024☆27Nov 13, 2024Updated last year
- 利用BERT预训练模型进行文本生成,可用于对话、摘要、问题生成等任务。 目前支持策略,词表的插入和删除、自定义Character Embedding、随机词替换等☆10Jun 1, 2022Updated 3 years ago
- A simple evaluation of generative language models and safety classifiers.☆93Mar 7, 2026Updated 2 weeks ago
- [CCS 2025] DPImageBench is an open-source toolkit developed to facilitate the research and application of DP image synthesis.☆30Feb 19, 2026Updated last month
- ☆12Jan 5, 2023Updated 3 years ago
- 小程序拍照,小程序指定区域拍照,手写汉字识别,手写汉字评分☆12May 7, 2018Updated 7 years ago
- 一个 GPT-2 模型。致谢:https://github.com/Morizeyao/GPT2-Chinese☆12Apr 22, 2021Updated 4 years ago
- This repository contains the codes for first large-scale investigation of Differentially Private Convex Optimization algorithms.☆63Nov 5, 2018Updated 7 years ago
- Code for Representation Bending Paper☆17Jul 15, 2025Updated 8 months ago
- An ML research codebase built with friends :)☆26Aug 25, 2024Updated last year
- Differentially Private Generative Adversarial Networks for Time Series, Continuous, and Discrete Open Data☆34Dec 8, 2018Updated 7 years ago
- ☆25Apr 15, 2024Updated last year
- ✨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