Princeton-SysML / FILMLinks
Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)
☆59Updated 2 years ago
Alternatives and similar repositories for FILM
Users that are interested in FILM are comparing it to the libraries listed below
Sorting:
- Private Adaptive Optimization with Side Information (ICML '22)☆16Updated 3 years ago
- [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer☆46Updated last year
- ☆75Updated 3 years ago
- LAMP: Extracting Text from Gradients with Language Model Priors (NeurIPS '22)☆26Updated 3 months ago
- ☆20Updated 3 years ago
- The official implement of paper "Does Federated Learning Really Need Backpropagation?"☆23Updated 2 years ago
- ☆27Updated last year
- ☆23Updated 2 years ago
- ☆21Updated last year
- ☆25Updated 2 years ago
- This repo implements several algorithms for learning with differential privacy.☆109Updated 2 years ago
- Code for the paper "BadPrompt: Backdoor Attacks on Continuous Prompts"☆39Updated last year
- Federated Learning Framework Benchmark (UniFed)☆49Updated 2 years ago
- Official codes for "Understanding Deep Gradient Leakage via Inversion Influence Functions", NeurIPS 2023☆16Updated last year
- ☆31Updated last year
- ☆44Updated 7 months ago
- ☆22Updated 2 years ago
- [NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gao…☆77Updated last year
- [CCS 2021] "DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation" by Boxin Wang*, Fan Wu*, Yunhui Long…☆38Updated 3 years ago
- ☆27Updated 2 years ago
- ☆43Updated 2 years ago
- The collection of papers about Private Evolution☆17Updated 2 months ago
- Code for paper "Universal Jailbreak Backdoors from Poisoned Human Feedback"☆58Updated last year
- ☆64Updated 6 months ago
- ☆65Updated 2 years ago
- ☆20Updated 3 years ago
- A codebase that makes differentially private training of transformers easy.☆175Updated 2 years ago
- ☆23Updated 9 months ago
- ☆54Updated 2 years ago
- ☆46Updated last year