michele17284 / Awesome-Privacy-Preserving-LLMsLinks
Collection of all the papers talking about/relevant to the topic of privacy-preserving LLMs
☆34Updated 7 months ago
Alternatives and similar repositories for Awesome-Privacy-Preserving-LLMs
Users that are interested in Awesome-Privacy-Preserving-LLMs are comparing it to the libraries listed below
Sorting:
- A survey of privacy problems in Large Language Models (LLMs). Contains summary of the corresponding paper along with relevant code☆67Updated last year
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆98Updated 2 months ago
- The code for paper "The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)", exploring the privacy risk o…☆55Updated 7 months ago
- A curated list of advancements in Vertical Federated Learning, frameworks and libraries.☆36Updated last month
- ☆90Updated 8 months ago
- [ICLR24] Official Repo of BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models☆38Updated last year
- ☆65Updated 2 years ago
- A curated list of trustworthy Generative AI papers. Daily updating...☆74Updated last year
- Federated learning using a mixture of experts☆17Updated 4 years ago
- ☆31Updated last year
- Source code of FedPrompt☆16Updated 3 years ago
- ☆75Updated 3 years ago
- Pytorch implementations of Client-Customized Adaptation for Parameter-Efficient Federated Learning (Findings of ACL: ACL 2023)☆17Updated last year
- ☆167Updated last month
- An official implementation of "FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model", which has been accepted by KDD'2…☆52Updated 6 months ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆71Updated last year
- ☆28Updated last year
- ☆33Updated 2 years ago
- ☆67Updated 7 months ago
- [CCS-LAMPS'24] LLM IP Protection Against Model Merging☆15Updated 11 months ago
- "In-Context Unlearning: Language Models as Few Shot Unlearners". Martin Pawelczyk, Seth Neel* and Himabindu Lakkaraju*; ICML 2024.☆28Updated last year
- The repository contains the code for analysing the leakage of personally identifiable (PII) information from the output of next word pred…☆100Updated last year
- Papers related to federated learning in top conferences (2020-2024).☆69Updated 11 months ago
- ☆108Updated last year
- ☆26Updated last year
- Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)☆59Updated 2 years ago
- Official implementation of "Graph Unlearning" (ACM CCS 2022)☆52Updated 2 months ago
- A survey on harmful fine-tuning attack for large language model☆208Updated this week
- ☆10Updated 2 years ago
- [EMNLP 2023] Poisoning Retrieval Corpora by Injecting Adversarial Passages https://arxiv.org/abs/2310.19156☆37Updated last year