Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)
☆59Mar 13, 2023Updated 3 years ago
Alternatives and similar repositories for FILM
Users that are interested in FILM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- LAMP: Extracting Text from Gradients with Language Model Priors (NeurIPS '22)☆29May 26, 2025Updated last year
- Official implementation of Privacy Implications of Retrieval-Based Language Models (EMNLP 2023). https://arxiv.org/abs/2305.14888☆37Jun 10, 2024Updated 2 years ago
- Breaching privacy in federated learning scenarios for vision and text☆323Jan 24, 2026Updated 7 months ago
- Private Adaptive Optimization with Side Information (ICML '22)☆16Jun 23, 2022Updated 4 years ago
- ☆27Apr 15, 2024Updated 2 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.
- A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.☆24May 18, 2022Updated 4 years ago
- ☆26Dec 14, 2021Updated 4 years ago
- ☆35Nov 11, 2025Updated 9 months ago
- Implementation for PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs☆24Jun 6, 2024Updated 2 years ago
- Instance-wise Batch Label Restoration via Gradients In Federated Learning (ICLR 2023)☆11Aug 21, 2026Updated last week
- Algorithms to recover input data from their gradient signal through a neural network☆323Apr 14, 2023Updated 3 years ago
- The official implement of paper "Does Federated Learning Really Need Backpropagation?"☆24Feb 9, 2023Updated 3 years ago
- Federated Learning Systems Paper List☆75Feb 7, 2024Updated 2 years ago
- ☆12Jan 5, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [ICLR 2025] On Evluating the Durability of Safegurads for Open-Weight LLMs☆13Jun 20, 2025Updated last year
- [NeurIPS 2019] Deep Leakage From Gradients☆484Apr 17, 2022Updated 4 years ago
- [NDSS'25] The official implementation of safety misalignment.☆19Jan 8, 2025Updated last year
- Self-Teaching Notes on Gradient Leakage Attacks against GPT-2 models.☆14Mar 18, 2024Updated 2 years ago
- [NeurIPS 2022] JAX/Haiku implementation of "On Privacy and Personalization in Cross-Silo Federated Learning"☆27Apr 16, 2023Updated 3 years ago
- ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341☆85Apr 1, 2023Updated 3 years ago
- ☆21Sep 21, 2021Updated 4 years ago
- Federated Learning Framework Benchmark (UniFed)☆48Jun 14, 2023Updated 3 years ago
- ☆28Nov 28, 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 codes for "Understanding Deep Gradient Leakage via Inversion Influence Functions", NeurIPS 2023☆16Oct 13, 2023Updated 2 years ago
- ☆79May 28, 2022Updated 4 years ago
- [NeurIPS'23] FedL2P: Federated Learning to Personalize☆24Nov 8, 2025Updated 9 months ago
- Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Mode…☆16Dec 27, 2020Updated 5 years ago
- ☆17Oct 12, 2023Updated 2 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆163Apr 30, 2022Updated 4 years ago
- Official Repository for MocoSFL (accepted by ICLR '23, notable 5%)☆53Mar 15, 2023Updated 3 years ago
- ☆18May 28, 2024Updated 2 years ago
- ☆15Jan 16, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆24Dec 8, 2024Updated last year
- A Survey on Vulnerability of Federated Learning: An Algorithm Perspective☆19May 30, 2024Updated 2 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
- Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation☆24Oct 1, 2023Updated 2 years ago
- This is the repository that introduces research topics related to protecting intellectual property (IP) of AI from a data-centric perspec…☆23Oct 30, 2023Updated 2 years ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆44Jun 12, 2023Updated 3 years ago
- ☆17Aug 5, 2024Updated 2 years ago