☆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
- Source code for the ACL'2025 paper titled "Unveiling privacy risks in llm agent memory"☆29Dec 2, 2025Updated 4 months ago
- 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
- 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.
- Private Adaptive Optimization with Side Information (ICML '22)☆16Jun 23, 2022Updated 3 years ago
- Official implementation of Privacy Implications of Retrieval-Based Language Models (EMNLP 2023). https://arxiv.org/abs/2305.14888☆37Jun 10, 2024Updated last year
- 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 2 years ago
- Code for Auditing DPSGD☆39Feb 15, 2022Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 🤫 Code and benchmark for our ICLR 2024 spotlight paper: "Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Con…☆53Dec 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
- LAMP: Extracting Text from Gradients with Language Model Priors (NeurIPS '22)☆29May 26, 2025Updated 10 months ago
- Fast, memory-efficient, scalable optimization of deep learning with differential privacy☆140Jan 22, 2026Updated 2 months ago
- A solution that helps apply a privacy preserving mechanism to NLP data, using Amazon SageMaker.☆18May 30, 2025Updated 10 months ago
- A codebase that makes differentially private training of transformers easy.☆185Dec 9, 2022Updated 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
- [ICML 2024 Spotlight] Differentially Private Synthetic Data via Foundation Model APIs 2: Text☆58Jan 11, 2025Updated last year
- 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.
- ☆27Dec 15, 2022Updated 3 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
- Violet: Selective Symbolic Execution to Detect Bad Performance Misconfiguration☆17Oct 16, 2020Updated 5 years ago
- 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
- ☆24Aug 18, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆15Jun 5, 2023Updated 2 years ago
- TextHide: Tackling Data Privacy in Language Understanding Tasks☆30Apr 19, 2021Updated 4 years ago
- 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☆21Updated this week
- Knowledge transfer from high-resource to low-resource programming languages for Code LLMs☆16Aug 12, 2025Updated 8 months ago
- [CIKM 2025] Constraint Back-translation Improves Complex Instruction Following of Large Language Models☆17May 23, 2025Updated 10 months ago
- RapidIn: Scalable Influence Estimation for Large Language Models (LLMs). The implementation for paper "Token-wise Influential Training Da…☆21Mar 10, 2026Updated last month