TkSTynCHD's Stars
practical-tutorials/project-based-learning
Curated list of project-based tutorials
dair-ai/Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
mem0ai/mem0
The Memory layer for your AI apps
huggingface/peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
liguodongiot/llm-action
本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）
microsoft/LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
alibaba/FederatedScope
An easy-to-use federated learning platform
ydyjya/Awesome-LLM-Safety
A curated list of safety-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to provide researchers, practitioners, and enthusiasts with insights into the safety implications, challenges, and advancements surrounding these powerful models.
ThuCCSLab/Awesome-LM-SSP
A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).
chawins/llm-sp
Papers and resources related to the security and privacy of LLMs 🤖
google-research/lm-extraction-benchmark
AMLab-Amsterdam/L0_regularization
Learning Sparse Neural Networks through L0 regularization
AndrewZhou924/Awesome-model-inversion-attack
A curated list of resources for model inversion attack (MIA).
facebookresearch/text-adversarial-attack
Repo for arXiv preprint "Gradient-based Adversarial Attacks against Text Transformers"
microsoft/analysing_pii_leakage
The repository contains the code for analysing the leakage of personally identifiable (PII) information from the output of next word prediction language models.
niconi19/LLM-Conversation-Safety
[NAACL2024] Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey
huseyinatahaninan/Differentially-Private-Fine-tuning-of-Language-Models
zju-vipa/CMI
[IJCAI-2021] Contrastive Model Inversion for Data-Free Knowledge Distillation
SMILELab-FL/FedPETuning
eth-sri/llmprivacy
HKUST-KnowComp/GEIA
Code for Findings-ACL 2023 paper: Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence
SheltonLiu-N/Universal-Prompt-Injection
The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".
eth-sri/SynthPAI
A Synthetic Dataset for Personal Attribute Inference (NeurIPS'24 D&B)
eth-sri/lamp
LAMP: Extracting Text from Gradients with Language Model Priors (NeurIPS '22)
thu-coai/Targeted-Data-Extraction
Official Code for ACL 2023 paper: "Ethicist: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confidence Estimation"
tic-top/LoraCSE
😜Constrative Learning of Sentence Embedding using LoRA (EECS487 final project)
brian-lou/Training-Data-Extraction-Attack-on-LLMs
This project explores training data extraction attacks on the LLaMa 7B, GPT-2XL, and GPT-2-IMDB models to discover memorized content using perplexity, perturbation scoring metrics, and large scale search queries.
yulongt23/Transfer-Inference
WeiZong01/IPRemover
Code for replicating experiments in our paper (accepted by AAAI-24).
insait-institute/SEER