[ICML 2024 Spotlight] Differentially Private Synthetic Data via Foundation Model APIs 2: Text
☆61Jan 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 Model Training [ICML 2026, ICLR 2024, ICML 2024 Spotlight]☆117Aug 21, 2026Updated 2 weeks ago
- A fast algorithm to optimally compose privacy guarantees of differentially private (DP) mechanisms to arbitrary accuracy.☆78Feb 15, 2024Updated 2 years ago
- Differentially-private transformers using HuggingFace and Opacus☆149Updated this week
- [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer☆48May 30, 2024Updated 2 years ago
- Implementation and evaluation of Scaling Embedding Layers in Language Models research paper☆17Feb 2, 2026Updated 7 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆28Nov 28, 2023Updated 2 years ago
- On Memorization of Large Language Models in Logical Reasoning☆79Mar 29, 2025Updated last year
- A codebase that makes differentially private training of transformers easy.☆190Dec 9, 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 2 years ago
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆43Jun 23, 2024Updated 2 years ago
- https://icml.cc/virtual/2023/poster/24354☆10Aug 15, 2023Updated 3 years ago
- Code for Auditing DPSGD☆39Feb 15, 2022Updated 4 years ago
- Code for Findings of ACL 2021 "Differential Privacy for Text Analytics via Natural Text Sanitization"☆34Mar 15, 2022Updated 4 years ago
- [SatML 2024] Shake to Leak: Fine-tuning Diffusion Models Can Amplify the Generative Privacy Risk☆16Mar 15, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- We view Large Language Models as stochastic language layers in a network, where the learnable parameters are the natural language prompts…☆95Jul 25, 2024Updated 2 years ago
- ☆19Sep 10, 2023Updated 2 years ago
- ☆29Aug 31, 2025Updated last year
- mixedbread ai python sdk☆12Jul 1, 2024Updated 2 years ago
- 🤫 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
- Codes for reproducing the experimental results in "Proper Network Interpretability Helps Adversarial Robustness in Classification", publi…☆13Jun 29, 2020Updated 6 years ago
- The repository contains the code for analysing the leakage of personally identifiable (PII) information from the output of next word pred…☆107Aug 26, 2026Updated last week
- 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 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆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 8 years ago
- Official code for "Evaluations of Machine Learning Privacy Defenses are Misleading" (https://arxiv.org/abs/2404.17399)☆13Apr 29, 2024Updated 2 years ago
- An ML research codebase built with friends :)☆25Aug 25, 2024Updated 2 years ago
- [BMVC2024] Erasing Concepts from Text-to-Image Diffusion Models with Few-shot Unlearning☆14Jul 22, 2026Updated last month
- Code for Canonne-Kamath-Steinke paper https://arxiv.org/abs/2004.00010☆63Jun 16, 2020Updated 6 years ago
- autodp: A flexible and easy-to-use package for differential privacy☆281Dec 5, 2023Updated 2 years ago
- Primo: Practical Learning-Augmented Systems with Interpretable Models☆19Dec 26, 2023Updated 2 years ago
- Hide and Seek (HaS): A Framework for Prompt Privacy Protection☆56Sep 6, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆15Jun 6, 2023Updated 3 years ago
- ☆28May 25, 2024Updated 2 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☆13Mar 17, 2022Updated 4 years ago
- Differentially Private Generative Adversarial Networks for Time Series, Continuous, and Discrete Open Data☆34Dec 8, 2018Updated 7 years ago
- Conditional SeqGAN for generating text conditioned on certain sentiment. Stanford Sentiment Treebank. CS 224U Final Project☆13Jun 9, 2018Updated 8 years ago
- Barrage is an opinionated supervised deep learning tool built on top of TensorFlow 2.x designed to standardize and orchestrate the train…☆17Dec 15, 2020Updated 5 years ago
- Code for the paper "Learning an Unreferenced Metric for Online Dialogue Evaluation", ACL 2020☆28Jul 22, 2023Updated 3 years ago