☆25Apr 15, 2024Updated last year
Alternatives and similar repositories for DP-Forward
Users that are interested in DP-Forward are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICML 2024] DPZero: Private Fine-Tuning of Language Models without Backpropagation☆17Sep 4, 2024Updated last year
- Code for Findings of ACL 2021 "Differential Privacy for Text Analytics via Natural Text Sanitization"☆32Mar 15, 2022Updated 4 years ago
- This is the official implementation of the IJCAI 2024 paper "FedPFT: Federated Proxy Fine-Tuning of Foundation Models".☆27Apr 28, 2024Updated last year
- Produce results of federated algorithms on various benchmarks☆16Oct 11, 2024Updated last year
- 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
- 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.
- ☆34Nov 11, 2025Updated 5 months ago
- [ICML2024] "FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees" by Jiaha…☆14Sep 22, 2024Updated 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
- Official codes for FNBench: Benchmarking Robust Federated Learning against Noisy Labels☆18Feb 24, 2026Updated last month
- ☆78May 28, 2022Updated 3 years ago
- ☆11May 18, 2025Updated 10 months ago
- Codebase for the paper "Beyond BatchNorm: Towards a Unified Understanding of Normalization in Deep Learning"☆17Jul 12, 2021Updated 4 years ago
- A fast algorithm to optimally compose privacy guarantees of differentially private (DP) mechanisms to arbitrary accuracy.☆76Feb 15, 2024Updated 2 years ago
- ☆10Jun 1, 2022Updated 3 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.
- [MM'23] ProTegO: Protect Text Content against OCR Extraction Attack☆14Mar 12, 2024Updated 2 years ago
- Code for the paper "Pretrained Models for Multilingual Federated Learning" at NAACL 2022☆11Aug 9, 2022Updated 3 years ago
- [AAAI 2024] Data-Free Hard-Label Robustness Stealing Attack☆15Mar 29, 2024Updated 2 years ago
- ☆28Nov 28, 2023Updated 2 years ago
- A Synthetic Dataset for Personal Attribute Inference (NeurIPS'24 D&B)☆54Jul 27, 2025Updated 8 months ago
- Source code of NAACL 2025 Findings "Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models"☆15Dec 16, 2025Updated 3 months ago
- PyTorch code for our paper "Resource-Adaptive Federated Learning with All-In-One Neural Composition" (NeurIPS2022)☆19Dec 4, 2022Updated 3 years ago
- Fast, memory-efficient, scalable optimization of deep learning with differential privacy☆139Jan 22, 2026Updated 2 months ago
- Learning rate adaptation for differentially private stochastic gradient descent☆18Apr 23, 2021Updated 4 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.
- our submission for the microsoft membership inference competion at SaTML 2023☆15Apr 5, 2023Updated 3 years ago
- Machine learning algorithms implements with jax for machine learning in production in large scale dataset.☆15Updated this week
- ☆45Jul 9, 2021Updated 4 years ago
- [ACM MM2025]: Unleashing the Power of Data Generation in One-Pass Outdoor LiDAR Localization☆19Oct 29, 2025Updated 5 months ago
- Provably Secure Steganography☆14Sep 13, 2025Updated 7 months ago
- [SatML 2024] Shake to Leak: Fine-tuning Diffusion Models Can Amplify the Generative Privacy Risk☆15Mar 15, 2025Updated last year
- Federated Dynamic Sparse Training☆31May 26, 2022Updated 3 years ago
- A public repository for ConDo (AAAI25 accepted)☆10Dec 21, 2024Updated last year
- ☆29May 26, 2023Updated 2 years 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.
- Official Repository for Dataset Inference for LLMs☆41Jul 25, 2024Updated last year
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆70Feb 27, 2023Updated 3 years ago
- ☆14Nov 5, 2024Updated last year
- Official implementation of "Removing Batch Normalization Boosts Adversarial Training" (ICML'22)☆19Jul 20, 2022Updated 3 years ago
- Official code of the paper "A Stealthy Wrongdoer: Feature-Oriented Reconstruction Attack against Split Learning".☆15Sep 11, 2024Updated last year
- A repository for code used in the paper "On the precision loss in approximate homomorphic encryption"☆11Jan 16, 2025Updated last year
- Benchmarking MIAs against LLMs.☆28Oct 8, 2024Updated last year