☆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.☆76Feb 15, 2024Updated 2 years ago
- [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer☆47May 30, 2024Updated last year
- Code for Findings of ACL 2021 "Differential Privacy for Text Analytics via Natural Text Sanitization"☆32Mar 15, 2022Updated 4 years ago
- Differentially-private transformers using HuggingFace and Opacus☆147Aug 28, 2024Updated last year
- Private Adaptive Optimization with Side Information (ICML '22)☆16Jun 23, 2022Updated 3 years ago
- 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.
- Official implementation of Privacy Implications of Retrieval-Based Language Models (EMNLP 2023). https://arxiv.org/abs/2305.14888☆37Jun 10, 2024Updated last year
- [NeurIPS 2023] Differentially Private Image Classification by Learning Priors from Random Processes☆12Jun 12, 2023Updated 2 years ago
- Repo for the paper "Bounding Training Data Reconstruction in Private (Deep) Learning".☆11Jun 16, 2023Updated 2 years ago
- ☆10Jun 1, 2022Updated 3 years ago
- ☆78May 28, 2022Updated 3 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
- ☆12Apr 12, 2024Updated last year
- Algorithms for Privacy-Preserving Machine Learning in JAX☆161Updated this week
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Code for Auditing DPSGD☆39Feb 15, 2022Updated 4 years ago
- 🤫 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
- Code to reproduce experiments in "Antipodes of Label Differential Privacy PATE and ALIBI"☆32Apr 25, 2022Updated 3 years ago
- Fast, memory-efficient, scalable optimization of deep learning with differential privacy☆140Jan 22, 2026Updated 2 months ago
- A codebase that makes differentially private training of transformers easy.☆185Dec 9, 2022Updated 3 years ago
- Code repo for the paper "Privacy-aware Compression for Federated Data Analysis".☆19May 31, 2023Updated 2 years ago
- [ICML 2024 Spotlight] Differentially Private Synthetic Data via Foundation Model APIs 2: Text☆57Jan 11, 2025Updated last year
- Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)☆61Mar 13, 2023Updated 3 years ago
- 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.
- ☆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☆16Sep 4, 2024Updated last year
- Targeted Data Generation with Large Language Models☆19Jun 25, 2024Updated last year
- Code for our paper "Localizing Lying in Llama"☆13Apr 24, 2025Updated 11 months ago
- Repo for the paper: Towards Few-shot Entity Recognition in Document Images:A Label-aware Sequence-to-Sequence Framework☆14May 31, 2023Updated 2 years ago
- code of paper "Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM"☆14Nov 17, 2023Updated 2 years ago
- ☆15Jun 5, 2023Updated 2 years ago
- TextHide: Tackling Data Privacy in Language Understanding Tasks☆30Apr 19, 2021Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 一份功能简单的油猴(Tampermonkey)脚本,专为刷南大新生网课而设计。☆27Aug 19, 2025Updated 7 months ago
- Website for Systems Research Seminar at UIUC☆20Updated this week
- [NeurIPS 2024 D&B] DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios☆14Nov 19, 2024Updated last year
- System-on-chip design for NOP in NSCSCC 2023.☆12Aug 21, 2023Updated 2 years ago
- ☆15Feb 21, 2024Updated 2 years ago
- [CIKM 2025] Constraint Back-translation Improves Complex Instruction Following of Large Language Models☆17May 23, 2025Updated 10 months ago
- Distribution of word meanings in Wikipedia for English, Italian, French, German and Spanish.☆10Jan 4, 2021Updated 5 years ago